Rockfish Historical Harvest Estimates

This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

Table 1. Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.

Issue	Howard	Bayes
Time series	1999 - present	1977 - present
Bias in SWHS	Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests.	Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases	Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data.	Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations	Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas.	Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation	Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with.	By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Results

• Model: LB_fit_3pH

• Model Run: *Gen4int_indcomp_swhsR_FULL_pHB4pars_thru2024_1e+05__2025-10-14* (Naming convention: modelname_thruYEAR_iters_rundate)

• Proportion of parmaters converged (Rhat <= 1.1): 0.9795

• See end of document for summary of unconverged parameters.

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for \(P_{(black)ayu}\) for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

And black rockfish releases…

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Total Biomass Removal Estimates

Figure 13.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 14.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 15.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Model fit

Logbook residuals

Figure 18.- Residuals from logbook harvests.

SWHS residuals

Figure 19.- Residuals from SWHS harvests.

Figure 20.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

Figure 21.- Mean percent of harvest by charter anglers.

When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

Figure 22.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.

Figure 23.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 24.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 25.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 26.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 27.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

Figure 28.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

Figure 29.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

Figure 30.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

Figure 31.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

Figure 32.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

Figure 33.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(slope|non-pelagic & non-yellowye) For release estimates

## NULL

Weight Fits

Figure 35.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 36.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 37.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.1586345

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.11 while 0.89 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable	area_n	year	user	mean	median	lower	upper	Rhat	sd	skew	area
p_pelagic	11	1	1	0.463	0.459	0.153	0.787	1.223	0.169	0.024	CSEO
p_pelagic	11	1	2	0.412	0.404	0.134	0.734	1.138	0.161	0.050	CSEO
p_pelagic	11	10	1	0.468	0.464	0.160	0.794	1.242	0.170	0.024	CSEO
p_pelagic	11	10	2	0.409	0.398	0.137	0.737	1.169	0.162	0.068	CSEO
p_pelagic	11	11	1	0.469	0.471	0.157	0.793	1.224	0.169	-0.012	CSEO
p_pelagic	11	11	2	0.413	0.404	0.125	0.749	1.136	0.163	0.055	CSEO
p_pelagic	11	12	1	0.470	0.464	0.163	0.800	1.242	0.171	0.035	CSEO
p_pelagic	11	12	2	0.416	0.410	0.136	0.734	1.150	0.160	0.037	CSEO
p_pelagic	11	13	1	0.471	0.466	0.167	0.788	1.208	0.170	0.029	CSEO
p_pelagic	11	13	2	0.410	0.397	0.130	0.753	1.140	0.165	0.079	CSEO
p_yellow	11	13	2	0.737	0.761	0.426	0.931	1.014	0.135	-0.177	CSEO
p_pelagic	11	14	1	0.475	0.477	0.183	0.782	1.246	0.161	-0.012	CSEO
p_pelagic	11	14	2	0.419	0.414	0.140	0.742	1.137	0.161	0.031	CSEO
p_pelagic	11	15	1	0.398	0.380	0.124	0.739	1.238	0.166	0.108	CSEO
p_pelagic	11	15	2	0.399	0.387	0.130	0.735	1.123	0.162	0.074	CSEO
p_pelagic	11	16	1	0.490	0.487	0.192	0.799	1.237	0.161	0.019	CSEO
p_pelagic	11	16	2	0.419	0.408	0.148	0.753	1.146	0.162	0.068	CSEO
p_pelagic	11	17	1	0.473	0.467	0.182	0.786	1.227	0.160	0.038	CSEO
p_pelagic	11	17	2	0.416	0.406	0.143	0.738	1.153	0.161	0.062	CSEO
p_pelagic	11	18	1	0.476	0.474	0.182	0.785	1.189	0.160	0.012	CSEO
p_pelagic	11	18	2	0.414	0.404	0.138	0.743	1.109	0.159	0.063	CSEO
p_pelagic	11	19	1	0.487	0.480	0.193	0.793	1.181	0.159	0.044	CSEO
p_pelagic	11	19	2	0.415	0.410	0.135	0.726	1.128	0.158	0.032	CSEO
p_pelagic	11	2	1	0.467	0.464	0.158	0.786	1.223	0.170	0.018	CSEO
p_pelagic	11	2	2	0.409	0.399	0.132	0.726	1.147	0.159	0.063	CSEO
p_pelagic	11	20	1	0.488	0.487	0.204	0.786	1.167	0.157	0.006	CSEO
p_pelagic	11	20	2	0.424	0.416	0.148	0.739	1.130	0.159	0.050	CSEO
p_pelagic	11	21	1	0.484	0.481	0.207	0.784	1.144	0.157	0.019	CSEO
p_pelagic	11	21	2	0.426	0.419	0.143	0.751	1.144	0.163	0.043	CSEO
p_pelagic	11	22	2	0.424	0.413	0.151	0.740	1.092	0.157	0.070	CSEO
p_pelagic	11	23	2	0.428	0.419	0.144	0.750	1.075	0.159	0.057	CSEO
p_pelagic	11	3	1	0.466	0.461	0.161	0.787	1.231	0.170	0.029	CSEO
p_pelagic	11	3	2	0.412	0.400	0.138	0.746	1.173	0.162	0.074	CSEO
p_pelagic	11	4	1	0.474	0.473	0.158	0.792	1.212	0.169	0.006	CSEO
p_pelagic	11	4	2	0.411	0.402	0.135	0.751	1.153	0.162	0.056	CSEO
p_pelagic	11	5	1	0.464	0.461	0.168	0.783	1.231	0.166	0.018	CSEO
p_pelagic	11	5	2	0.414	0.407	0.135	0.743	1.145	0.163	0.043	CSEO
p_pelagic	11	6	1	0.462	0.457	0.156	0.788	1.230	0.170	0.029	CSEO
p_pelagic	11	6	2	0.415	0.409	0.135	0.750	1.190	0.164	0.037	CSEO
p_pelagic	11	7	1	0.466	0.466	0.170	0.789	1.250	0.164	0.000	CSEO
p_pelagic	11	7	2	0.410	0.397	0.133	0.742	1.131	0.162	0.080	CSEO
p_pelagic	11	8	1	0.468	0.467	0.157	0.784	1.255	0.168	0.006	CSEO
p_pelagic	11	8	2	0.410	0.399	0.141	0.737	1.131	0.161	0.069	CSEO
p_pelagic	11	9	1	0.464	0.459	0.157	0.781	1.211	0.167	0.030	CSEO
p_pelagic	11	9	2	0.410	0.403	0.130	0.741	1.130	0.161	0.043	CSEO
p_yellow	12	1	1	0.305	0.272	0.081	0.756	1.019	0.168	0.196	EWYKT
p_yellow	12	1	2	0.146	0.112	0.029	0.511	1.060	0.129	0.264	EWYKT
p_yellow	12	10	1	0.305	0.273	0.083	0.768	1.027	0.167	0.191	EWYKT
p_yellow	12	10	2	0.147	0.114	0.028	0.503	1.065	0.131	0.253	EWYKT
p_yellow	12	11	1	0.305	0.274	0.081	0.739	1.015	0.168	0.185	EWYKT
p_yellow	12	11	2	0.143	0.109	0.026	0.534	1.067	0.128	0.265	EWYKT
p_yellow	12	12	1	0.311	0.278	0.084	0.752	1.029	0.168	0.196	EWYKT
p_yellow	12	12	2	0.145	0.110	0.028	0.504	1.068	0.130	0.269	EWYKT
p_yellow	12	13	1	0.303	0.270	0.083	0.738	1.018	0.167	0.198	EWYKT
p_yellow	12	13	2	0.143	0.108	0.028	0.489	1.054	0.131	0.268	EWYKT
p_yellow	12	14	1	0.306	0.274	0.084	0.743	1.019	0.166	0.193	EWYKT
p_yellow	12	14	2	0.144	0.109	0.028	0.487	1.068	0.130	0.270	EWYKT
p_yellow	12	15	1	0.307	0.277	0.085	0.736	1.018	0.167	0.180	EWYKT
p_yellow	12	15	2	0.143	0.107	0.028	0.482	1.061	0.129	0.280	EWYKT
p_yellow	12	16	1	0.304	0.274	0.081	0.736	1.014	0.165	0.182	EWYKT
p_yellow	12	16	2	0.144	0.112	0.028	0.485	1.065	0.126	0.255	EWYKT
p_yellow	12	17	1	0.309	0.277	0.083	0.743	1.024	0.167	0.192	EWYKT
p_yellow	12	17	2	0.145	0.110	0.026	0.503	1.055	0.131	0.268	EWYKT
p_yellow	12	18	1	0.301	0.266	0.082	0.756	1.023	0.168	0.209	EWYKT
p_yellow	12	18	2	0.146	0.111	0.028	0.511	1.075	0.130	0.270	EWYKT
p_yellow	12	19	1	0.303	0.272	0.081	0.735	1.019	0.164	0.189	EWYKT
p_yellow	12	19	2	0.145	0.110	0.026	0.480	1.061	0.127	0.275	EWYKT
p_yellow	12	2	1	0.311	0.278	0.088	0.771	1.017	0.171	0.194	EWYKT
p_yellow	12	2	2	0.144	0.110	0.028	0.498	1.071	0.127	0.268	EWYKT
p_yellow	12	20	1	0.306	0.273	0.082	0.731	1.017	0.168	0.197	EWYKT
p_yellow	12	20	2	0.141	0.107	0.026	0.499	1.059	0.129	0.263	EWYKT
p_yellow	12	21	1	0.306	0.277	0.087	0.740	1.023	0.164	0.177	EWYKT
p_yellow	12	21	2	0.145	0.111	0.029	0.475	1.072	0.126	0.270	EWYKT
p_yellow	12	22	1	0.309	0.277	0.086	0.727	1.019	0.167	0.191	EWYKT
p_yellow	12	22	2	0.145	0.108	0.028	0.486	1.066	0.130	0.284	EWYKT
p_yellow	12	23	1	0.296	0.267	0.082	0.712	1.031	0.162	0.179	EWYKT
p_yellow	12	23	2	0.145	0.112	0.027	0.494	1.056	0.127	0.259	EWYKT
p_yellow	12	24	1	0.306	0.275	0.083	0.722	1.019	0.165	0.188	EWYKT
p_yellow	12	24	2	0.145	0.111	0.026	0.489	1.054	0.129	0.265	EWYKT
p_yellow	12	25	1	0.317	0.288	0.089	0.767	1.021	0.169	0.172	EWYKT
p_yellow	12	25	2	0.144	0.108	0.026	0.492	1.059	0.130	0.277	EWYKT
p_yellow	12	26	1	0.307	0.275	0.086	0.740	1.017	0.167	0.191	EWYKT
p_yellow	12	26	2	0.142	0.110	0.028	0.501	1.067	0.127	0.251	EWYKT
p_yellow	12	27	1	0.351	0.328	0.100	0.757	1.016	0.166	0.138	EWYKT
p_yellow	12	27	2	0.146	0.113	0.028	0.501	1.063	0.130	0.253	EWYKT
p_yellow	12	28	1	0.313	0.286	0.089	0.737	1.020	0.163	0.166	EWYKT
p_yellow	12	28	2	0.143	0.112	0.026	0.450	1.052	0.123	0.252	EWYKT
p_yellow	12	29	2	0.133	0.109	0.027	0.380	1.028	0.103	0.234	EWYKT
p_yellow	12	3	1	0.306	0.271	0.080	0.741	1.021	0.167	0.209	EWYKT
p_yellow	12	3	2	0.143	0.107	0.026	0.461	1.066	0.127	0.283	EWYKT
p_yellow	12	4	1	0.304	0.272	0.085	0.753	1.019	0.165	0.194	EWYKT
p_yellow	12	4	2	0.144	0.111	0.026	0.502	1.055	0.125	0.264	EWYKT
p_yellow	12	5	1	0.303	0.271	0.083	0.738	1.020	0.166	0.193	EWYKT
p_yellow	12	5	2	0.146	0.112	0.028	0.494	1.057	0.130	0.262	EWYKT
p_yellow	12	6	1	0.307	0.278	0.083	0.732	1.020	0.167	0.173	EWYKT
p_yellow	12	6	2	0.142	0.108	0.026	0.506	1.072	0.128	0.265	EWYKT
p_yellow	12	7	1	0.302	0.268	0.089	0.740	1.022	0.164	0.207	EWYKT
p_yellow	12	7	2	0.144	0.108	0.027	0.493	1.056	0.128	0.281	EWYKT
p_yellow	12	8	1	0.302	0.266	0.083	0.754	1.019	0.167	0.216	EWYKT
p_yellow	12	8	2	0.143	0.109	0.026	0.456	1.056	0.125	0.271	EWYKT
p_yellow	12	9	1	0.304	0.270	0.084	0.741	1.017	0.165	0.206	EWYKT
p_yellow	12	9	2	0.145	0.111	0.028	0.491	1.055	0.131	0.260	EWYKT
p_pelagic	13	1	1	0.500	0.497	0.192	0.811	1.022	0.167	0.018	NSEI
p_pelagic	13	1	2	0.288	0.264	0.077	0.598	1.039	0.140	0.172	NSEI
p_pelagic	13	10	1	0.496	0.498	0.194	0.810	1.028	0.167	-0.012	NSEI
p_pelagic	13	10	2	0.292	0.269	0.078	0.611	1.033	0.142	0.162	NSEI
p_pelagic	13	11	1	0.497	0.501	0.185	0.799	1.025	0.165	-0.024	NSEI
p_pelagic	13	11	2	0.293	0.269	0.081	0.603	1.027	0.142	0.169	NSEI
p_pelagic	13	12	1	0.502	0.501	0.186	0.802	1.022	0.163	0.006	NSEI
p_pelagic	13	12	2	0.291	0.269	0.080	0.606	1.025	0.140	0.157	NSEI
p_pelagic	13	13	1	0.501	0.501	0.198	0.794	1.027	0.162	0.000	NSEI
p_pelagic	13	13	2	0.289	0.266	0.078	0.601	1.024	0.140	0.164	NSEI
p_pelagic	13	14	1	0.483	0.478	0.189	0.799	1.040	0.162	0.031	NSEI
p_pelagic	13	14	2	0.282	0.263	0.077	0.585	1.025	0.136	0.140	NSEI
p_pelagic	13	15	1	0.451	0.443	0.166	0.772	1.026	0.162	0.049	NSEI
p_pelagic	13	15	2	0.264	0.243	0.072	0.574	1.020	0.131	0.161	NSEI
p_pelagic	13	16	1	0.486	0.488	0.185	0.800	1.020	0.164	-0.012	NSEI
p_pelagic	13	16	2	0.288	0.266	0.082	0.596	1.028	0.138	0.159	NSEI
p_pelagic	13	17	1	0.494	0.496	0.193	0.798	1.025	0.163	-0.012	NSEI
p_pelagic	13	17	2	0.290	0.271	0.081	0.592	1.020	0.135	0.140	NSEI
p_pelagic	13	18	1	0.501	0.501	0.207	0.800	1.024	0.157	0.000	NSEI
p_pelagic	13	18	2	0.295	0.278	0.086	0.605	1.019	0.138	0.123	NSEI
p_pelagic	13	19	1	0.487	0.479	0.185	0.796	1.033	0.165	0.048	NSEI
p_pelagic	13	19	2	0.286	0.263	0.077	0.608	1.018	0.138	0.166	NSEI
p_pelagic	13	2	1	0.492	0.490	0.184	0.799	1.028	0.164	0.012	NSEI
p_pelagic	13	2	2	0.285	0.259	0.077	0.603	1.028	0.141	0.185	NSEI
p_pelagic	13	20	1	0.496	0.491	0.192	0.797	1.025	0.161	0.031	NSEI
p_pelagic	13	20	2	0.292	0.271	0.080	0.603	1.020	0.139	0.151	NSEI
p_pelagic	13	21	1	0.507	0.509	0.217	0.807	1.027	0.160	-0.013	NSEI
p_pelagic	13	21	2	0.300	0.280	0.087	0.604	1.014	0.138	0.145	NSEI
p_pelagic	13	22	2	0.291	0.271	0.084	0.603	1.011	0.135	0.148	NSEI
p_pelagic	13	23	2	0.293	0.273	0.087	0.610	1.024	0.139	0.144	NSEI
p_pelagic	13	25	2	0.236	0.219	0.069	0.489	1.024	0.109	0.156	NSEI
p_pelagic	13	3	1	0.499	0.500	0.191	0.816	1.025	0.164	-0.006	NSEI
p_pelagic	13	3	2	0.288	0.270	0.074	0.600	1.034	0.139	0.130	NSEI
p_pelagic	13	4	1	0.500	0.503	0.195	0.816	1.022	0.165	-0.018	NSEI
p_pelagic	13	4	2	0.291	0.269	0.078	0.623	1.034	0.142	0.154	NSEI
p_dsr	13	48	1	0.067	0.066	0.046	0.096	1.013	0.013	0.079	NSEI
p_pelagic	13	5	1	0.500	0.500	0.186	0.810	1.037	0.168	0.000	NSEI
p_pelagic	13	5	2	0.290	0.268	0.083	0.610	1.020	0.141	0.157	NSEI
p_pelagic	13	6	1	0.495	0.494	0.185	0.804	1.024	0.163	0.006	NSEI
p_pelagic	13	6	2	0.287	0.268	0.076	0.608	1.026	0.139	0.137	NSEI
p_pelagic	13	7	1	0.502	0.499	0.193	0.806	1.027	0.164	0.018	NSEI
p_pelagic	13	7	2	0.289	0.271	0.079	0.601	1.029	0.139	0.129	NSEI
p_pelagic	13	8	1	0.500	0.500	0.190	0.807	1.031	0.164	0.000	NSEI
p_pelagic	13	8	2	0.288	0.269	0.078	0.604	1.023	0.139	0.136	NSEI
p_pelagic	13	9	1	0.496	0.499	0.198	0.808	1.028	0.164	-0.018	NSEI
p_pelagic	13	9	2	0.288	0.268	0.081	0.613	1.022	0.137	0.146	NSEI
p_pelagic	14	1	1	0.384	0.371	0.118	0.716	1.025	0.160	0.081	NSEO
p_pelagic	14	1	2	0.365	0.355	0.098	0.687	1.027	0.156	0.064	NSEO
p_pelagic	14	10	1	0.385	0.372	0.114	0.720	1.018	0.161	0.081	NSEO
p_pelagic	14	10	2	0.365	0.352	0.110	0.681	1.025	0.156	0.083	NSEO
p_pelagic	14	11	1	0.386	0.377	0.117	0.708	1.015	0.158	0.057	NSEO
p_pelagic	14	11	2	0.366	0.351	0.107	0.709	1.018	0.159	0.095	NSEO
p_pelagic	14	12	1	0.384	0.376	0.123	0.709	1.018	0.157	0.051	NSEO
p_pelagic	14	12	2	0.368	0.356	0.103	0.704	1.019	0.159	0.076	NSEO
p_yellow	14	12	1	0.891	0.913	0.682	0.985	1.010	0.082	-0.267	NSEO
p_pelagic	14	13	1	0.385	0.370	0.118	0.712	1.019	0.159	0.094	NSEO
p_pelagic	14	13	2	0.360	0.343	0.104	0.698	1.020	0.157	0.108	NSEO
p_pelagic	14	14	1	0.378	0.361	0.124	0.708	1.024	0.154	0.110	NSEO
p_pelagic	14	14	2	0.359	0.341	0.104	0.703	1.018	0.157	0.115	NSEO
p_pelagic	14	15	1	0.366	0.351	0.116	0.694	1.017	0.155	0.097	NSEO
p_pelagic	14	15	2	0.352	0.336	0.102	0.677	1.015	0.154	0.104	NSEO
p_pelagic	14	16	1	0.404	0.392	0.133	0.737	1.020	0.157	0.077	NSEO
p_pelagic	14	16	2	0.375	0.364	0.106	0.718	1.026	0.161	0.068	NSEO
p_pelagic	14	17	1	0.344	0.330	0.106	0.673	1.015	0.149	0.094	NSEO
p_pelagic	14	17	2	0.346	0.329	0.101	0.683	1.020	0.152	0.112	NSEO
p_pelagic	14	18	1	0.364	0.348	0.118	0.695	1.016	0.152	0.106	NSEO
p_pelagic	14	18	2	0.356	0.345	0.104	0.684	1.014	0.155	0.071	NSEO
p_pelagic	14	19	1	0.402	0.392	0.137	0.721	1.016	0.157	0.064	NSEO
p_pelagic	14	19	2	0.379	0.367	0.110	0.715	1.016	0.162	0.074	NSEO
p_pelagic	14	2	1	0.385	0.375	0.118	0.707	1.022	0.159	0.063	NSEO
p_pelagic	14	2	2	0.362	0.346	0.099	0.705	1.026	0.160	0.100	NSEO
p_pelagic	14	20	1	0.377	0.360	0.117	0.709	1.023	0.157	0.108	NSEO
p_pelagic	14	20	2	0.364	0.348	0.113	0.692	1.015	0.156	0.102	NSEO
p_pelagic	14	21	1	0.386	0.376	0.124	0.705	1.029	0.154	0.065	NSEO
p_pelagic	14	21	2	0.370	0.358	0.114	0.701	1.012	0.157	0.076	NSEO
p_pelagic	14	22	2	0.368	0.351	0.110	0.699	1.023	0.159	0.107	NSEO
p_pelagic	14	24	2	0.360	0.345	0.109	0.698	1.015	0.154	0.097	NSEO
p_pelagic	14	25	2	0.360	0.345	0.107	0.689	1.013	0.154	0.097	NSEO
p_pelagic	14	3	1	0.387	0.373	0.125	0.713	1.017	0.155	0.090	NSEO
p_pelagic	14	3	2	0.363	0.348	0.102	0.709	1.021	0.161	0.093	NSEO
p_pelagic	14	4	1	0.391	0.376	0.127	0.722	1.027	0.160	0.094	NSEO
p_pelagic	14	4	2	0.357	0.340	0.102	0.695	1.021	0.159	0.107	NSEO
p_pelagic	14	5	1	0.386	0.372	0.118	0.711	1.021	0.160	0.087	NSEO
p_pelagic	14	5	2	0.365	0.352	0.100	0.691	1.031	0.160	0.081	NSEO
p_pelagic	14	6	1	0.385	0.377	0.121	0.703	1.013	0.156	0.051	NSEO
p_pelagic	14	6	2	0.363	0.354	0.106	0.686	1.023	0.156	0.058	NSEO
p_pelagic	14	7	1	0.383	0.368	0.124	0.713	1.021	0.157	0.095	NSEO
p_pelagic	14	7	2	0.363	0.346	0.108	0.701	1.030	0.158	0.107	NSEO
p_pelagic	14	8	1	0.386	0.370	0.115	0.713	1.031	0.160	0.100	NSEO
p_pelagic	14	8	2	0.368	0.353	0.106	0.697	1.022	0.161	0.093	NSEO
p_pelagic	14	9	1	0.381	0.371	0.127	0.706	1.010	0.153	0.065	NSEO
p_pelagic	14	9	2	0.365	0.350	0.100	0.700	1.025	0.160	0.094	NSEO
p_pelagic	15	1	1	0.443	0.438	0.168	0.746	1.020	0.152	0.033	SSEI
p_yellow	15	1	1	0.401	0.388	0.134	0.748	1.016	0.164	0.079	SSEI
p_yellow	15	1	2	0.444	0.433	0.163	0.766	1.030	0.163	0.068	SSEI
p_yellow	15	10	2	0.445	0.439	0.150	0.764	1.029	0.165	0.036	SSEI
p_pelagic	15	11	1	0.441	0.438	0.167	0.736	1.014	0.154	0.019	SSEI
p_yellow	15	11	1	0.404	0.394	0.130	0.750	1.012	0.162	0.062	SSEI
p_yellow	15	11	2	0.440	0.428	0.153	0.779	1.044	0.166	0.072	SSEI
p_pelagic	15	12	1	0.443	0.438	0.160	0.755	1.012	0.154	0.032	SSEI
p_yellow	15	12	1	0.403	0.390	0.135	0.740	1.015	0.164	0.079	SSEI
p_yellow	15	12	2	0.444	0.437	0.159	0.766	1.031	0.163	0.043	SSEI
p_pelagic	15	13	1	0.443	0.438	0.172	0.743	1.012	0.151	0.033	SSEI
p_yellow	15	13	1	0.395	0.381	0.135	0.724	1.012	0.157	0.089	SSEI
p_yellow	15	13	2	0.448	0.440	0.156	0.775	1.033	0.163	0.049	SSEI
p_yellow	15	14	2	0.445	0.438	0.157	0.766	1.026	0.164	0.043	SSEI
p_pelagic	15	15	1	0.416	0.408	0.144	0.724	1.012	0.153	0.052	SSEI
p_yellow	15	15	1	0.397	0.379	0.128	0.732	1.012	0.162	0.111	SSEI
p_yellow	15	15	2	0.442	0.435	0.155	0.764	1.033	0.160	0.044	SSEI
p_yellow	15	16	1	0.398	0.387	0.129	0.711	1.013	0.157	0.070	SSEI
p_yellow	15	16	2	0.446	0.440	0.152	0.781	1.025	0.166	0.036	SSEI
p_yellow	15	17	1	0.400	0.386	0.132	0.734	1.011	0.161	0.087	SSEI
p_yellow	15	17	2	0.447	0.442	0.162	0.764	1.027	0.164	0.031	SSEI
p_yellow	15	18	1	0.397	0.382	0.133	0.733	1.017	0.161	0.093	SSEI
p_yellow	15	18	2	0.445	0.437	0.158	0.768	1.023	0.164	0.049	SSEI
p_pelagic	15	19	1	0.434	0.428	0.164	0.727	1.014	0.150	0.040	SSEI
p_yellow	15	19	1	0.398	0.386	0.130	0.729	1.015	0.161	0.074	SSEI
p_yellow	15	19	2	0.451	0.442	0.164	0.771	1.032	0.164	0.055	SSEI
p_yellow	15	2	1	0.401	0.387	0.134	0.734	1.018	0.161	0.087	SSEI
p_yellow	15	2	2	0.450	0.444	0.151	0.770	1.026	0.164	0.036	SSEI
p_pelagic	15	20	1	0.442	0.438	0.161	0.738	1.013	0.152	0.026	SSEI
p_yellow	15	20	1	0.396	0.385	0.131	0.718	1.013	0.157	0.070	SSEI
p_yellow	15	20	2	0.446	0.441	0.157	0.776	1.030	0.164	0.031	SSEI
p_yellow	15	21	2	0.442	0.433	0.157	0.766	1.024	0.162	0.056	SSEI
p_yellow	15	22	1	0.397	0.383	0.128	0.721	1.011	0.160	0.087	SSEI
p_yellow	15	22	2	0.442	0.433	0.156	0.771	1.021	0.162	0.056	SSEI
p_yellow	15	23	1	0.408	0.398	0.127	0.742	1.013	0.163	0.062	SSEI
p_yellow	15	23	2	0.442	0.433	0.161	0.761	1.031	0.163	0.055	SSEI
p_slope	15	28	1	0.274	0.258	0.083	0.543	1.013	0.121	0.133	SSEI
p_yellow	15	3	1	0.405	0.394	0.133	0.744	1.018	0.165	0.067	SSEI
p_yellow	15	3	2	0.442	0.434	0.152	0.771	1.022	0.161	0.050	SSEI
p_pelagic	15	4	1	0.443	0.436	0.173	0.748	1.019	0.154	0.046	SSEI
p_yellow	15	4	2	0.444	0.435	0.151	0.773	1.022	0.165	0.055	SSEI
p_yellow	15	5	1	0.398	0.382	0.134	0.731	1.011	0.160	0.100	SSEI
p_yellow	15	5	2	0.447	0.439	0.155	0.768	1.020	0.166	0.048	SSEI
p_yellow	15	6	1	0.398	0.389	0.127	0.723	1.012	0.159	0.057	SSEI
p_yellow	15	6	2	0.444	0.437	0.155	0.782	1.036	0.165	0.042	SSEI
p_pelagic	15	7	1	0.443	0.432	0.171	0.749	1.013	0.155	0.071	SSEI
p_yellow	15	7	2	0.448	0.443	0.158	0.767	1.030	0.164	0.031	SSEI
p_pelagic	15	8	1	0.441	0.434	0.161	0.748	1.013	0.157	0.045	SSEI
p_yellow	15	8	1	0.401	0.383	0.132	0.723	1.016	0.160	0.113	SSEI
p_yellow	15	8	2	0.444	0.434	0.157	0.779	1.025	0.166	0.060	SSEI
p_yellow	15	9	1	0.404	0.393	0.138	0.736	1.011	0.161	0.068	SSEI
p_yellow	15	9	2	0.447	0.440	0.153	0.766	1.016	0.163	0.043	SSEI
p_pelagic	16	1	1	0.452	0.451	0.142	0.781	1.205	0.172	0.006	SSEO
p_pelagic	16	1	2	0.403	0.398	0.108	0.750	1.185	0.173	0.029	SSEO
p_pelagic	16	10	1	0.460	0.458	0.146	0.780	1.189	0.172	0.012	SSEO
p_pelagic	16	10	2	0.402	0.393	0.110	0.733	1.141	0.168	0.053	SSEO
p_pelagic	16	11	1	0.462	0.461	0.147	0.784	1.158	0.171	0.006	SSEO
p_pelagic	16	11	2	0.409	0.401	0.117	0.740	1.135	0.167	0.048	SSEO
p_pelagic	16	12	1	0.466	0.460	0.154	0.780	1.171	0.171	0.035	SSEO
p_pelagic	16	12	2	0.410	0.399	0.120	0.748	1.126	0.170	0.065	SSEO
p_pelagic	16	13	1	0.471	0.467	0.167	0.799	1.150	0.170	0.024	SSEO
p_pelagic	16	13	2	0.410	0.402	0.119	0.747	1.116	0.168	0.048	SSEO
p_pelagic	16	14	1	0.456	0.454	0.156	0.782	1.123	0.167	0.012	SSEO
p_pelagic	16	14	2	0.413	0.399	0.124	0.747	1.096	0.166	0.084	SSEO
p_pelagic	16	15	1	0.454	0.448	0.164	0.775	1.121	0.163	0.037	SSEO
p_pelagic	16	15	2	0.418	0.407	0.129	0.762	1.098	0.167	0.066	SSEO
p_pelagic	16	16	1	0.456	0.451	0.164	0.776	1.089	0.164	0.031	SSEO
p_pelagic	16	16	2	0.411	0.396	0.127	0.750	1.090	0.165	0.091	SSEO
p_pelagic	16	17	1	0.519	0.526	0.213	0.805	1.113	0.159	-0.044	SSEO
p_pelagic	16	17	2	0.431	0.427	0.138	0.763	1.067	0.169	0.024	SSEO
p_pelagic	16	18	1	0.500	0.503	0.197	0.801	1.076	0.160	-0.019	SSEO
p_pelagic	16	18	2	0.427	0.420	0.138	0.766	1.054	0.166	0.042	SSEO
p_pelagic	16	19	1	0.487	0.481	0.185	0.802	1.071	0.160	0.037	SSEO
p_pelagic	16	19	2	0.430	0.419	0.140	0.760	1.052	0.163	0.067	SSEO
p_pelagic	16	2	1	0.457	0.457	0.132	0.790	1.192	0.177	0.000	SSEO
p_pelagic	16	2	2	0.402	0.390	0.106	0.747	1.194	0.174	0.069	SSEO
p_pelagic	16	20	1	0.494	0.496	0.194	0.792	1.061	0.159	-0.013	SSEO
p_pelagic	16	20	2	0.429	0.422	0.148	0.751	1.046	0.162	0.043	SSEO
p_pelagic	16	21	1	0.464	0.462	0.180	0.768	1.061	0.157	0.013	SSEO
p_pelagic	16	21	2	0.427	0.423	0.146	0.750	1.036	0.158	0.025	SSEO
p_pelagic	16	22	2	0.436	0.427	0.149	0.755	1.027	0.161	0.056	SSEO
p_pelagic	16	23	2	0.443	0.435	0.154	0.758	1.021	0.158	0.051	SSEO
p_slope	16	29	1	0.132	0.115	0.036	0.316	1.011	0.073	0.233	SSEO
p_pelagic	16	3	1	0.458	0.463	0.138	0.786	1.255	0.173	-0.029	SSEO
p_pelagic	16	3	2	0.405	0.397	0.102	0.740	1.185	0.171	0.047	SSEO
p_pelagic	16	4	1	0.451	0.449	0.131	0.786	1.217	0.174	0.011	SSEO
p_pelagic	16	4	2	0.400	0.388	0.103	0.751	1.177	0.173	0.069	SSEO
p_pelagic	16	5	1	0.460	0.462	0.147	0.793	1.193	0.174	-0.012	SSEO
p_pelagic	16	5	2	0.405	0.405	0.105	0.739	1.162	0.172	0.000	SSEO
p_pelagic	16	6	1	0.456	0.459	0.137	0.776	1.243	0.174	-0.017	SSEO
p_pelagic	16	6	2	0.407	0.399	0.109	0.750	1.162	0.173	0.046	SSEO
p_pelagic	16	7	1	0.460	0.452	0.146	0.797	1.195	0.175	0.046	SSEO
p_pelagic	16	7	2	0.410	0.404	0.114	0.742	1.201	0.171	0.035	SSEO
p_pelagic	16	8	1	0.458	0.455	0.143	0.783	1.165	0.173	0.017	SSEO
p_pelagic	16	8	2	0.404	0.395	0.115	0.749	1.162	0.171	0.053	SSEO
p_pelagic	16	9	1	0.459	0.455	0.158	0.781	1.161	0.172	0.023	SSEO
p_pelagic	16	9	2	0.408	0.401	0.111	0.747	1.173	0.172	0.041	SSEO
p_yellow	2	1	1	0.812	0.832	0.546	0.965	1.015	0.107	-0.187	NG
p_yellow	2	12	2	0.746	0.768	0.441	0.940	1.019	0.133	-0.166	NG
p_yellow	2	15	1	0.811	0.831	0.558	0.957	1.011	0.106	-0.188	NG
p_yellow	2	18	1	0.803	0.829	0.533	0.952	1.014	0.111	-0.234	NG
p_yellow	2	3	1	0.808	0.831	0.535	0.959	1.012	0.113	-0.203	NG
p_yellow	2	4	2	0.753	0.777	0.444	0.942	1.010	0.131	-0.184	NG
p_yellow	2	5	1	0.808	0.828	0.529	0.961	1.013	0.112	-0.179	NG
p_yellow	2	5	2	0.751	0.770	0.443	0.945	1.013	0.132	-0.144	NG
p_yellow	2	7	1	0.807	0.828	0.540	0.957	1.018	0.108	-0.194	NG
p_yellow	2	9	1	0.808	0.831	0.537	0.958	1.021	0.111	-0.208	NG
p_pelagic	3	1	1	0.534	0.537	0.224	0.829	1.012	0.160	-0.019	PWSI
p_pelagic	3	1	2	0.192	0.171	0.051	0.454	1.017	0.105	0.200	PWSI
p_pelagic	3	10	1	0.537	0.541	0.231	0.820	1.015	0.158	-0.025	PWSI
p_pelagic	3	10	2	0.193	0.170	0.046	0.458	1.014	0.110	0.210	PWSI
p_pelagic	3	11	1	0.533	0.539	0.216	0.821	1.016	0.160	-0.038	PWSI
p_pelagic	3	12	1	0.534	0.539	0.224	0.816	1.015	0.158	-0.032	PWSI
p_pelagic	3	13	1	0.535	0.539	0.224	0.831	1.021	0.156	-0.026	PWSI
p_pelagic	3	13	2	0.191	0.169	0.049	0.448	1.012	0.105	0.210	PWSI
p_pelagic	3	14	1	0.536	0.540	0.231	0.822	1.022	0.157	-0.025	PWSI
p_pelagic	3	14	2	0.202	0.182	0.052	0.457	1.013	0.108	0.185	PWSI
p_pelagic	3	15	1	0.530	0.534	0.232	0.821	1.014	0.159	-0.025	PWSI
p_pelagic	3	16	1	0.537	0.541	0.230	0.833	1.019	0.161	-0.025	PWSI
p_pelagic	3	16	2	0.187	0.168	0.049	0.440	1.018	0.102	0.187	PWSI
p_pelagic	3	17	1	0.531	0.537	0.221	0.821	1.014	0.159	-0.038	PWSI
p_pelagic	3	17	2	0.190	0.170	0.049	0.455	1.016	0.104	0.192	PWSI
p_pelagic	3	18	1	0.534	0.541	0.225	0.821	1.018	0.158	-0.044	PWSI
p_pelagic	3	18	2	0.196	0.177	0.051	0.452	1.010	0.105	0.181	PWSI
p_pelagic	3	19	1	0.539	0.542	0.224	0.827	1.014	0.159	-0.019	PWSI
p_pelagic	3	2	1	0.535	0.541	0.228	0.826	1.022	0.160	-0.038	PWSI
p_pelagic	3	2	2	0.193	0.170	0.048	0.452	1.020	0.108	0.212	PWSI
p_pelagic	3	3	1	0.536	0.541	0.222	0.829	1.017	0.158	-0.032	PWSI
p_pelagic	3	3	2	0.193	0.170	0.049	0.448	1.016	0.106	0.217	PWSI
p_pelagic	3	4	1	0.531	0.529	0.229	0.826	1.014	0.159	0.013	PWSI
p_pelagic	3	5	1	0.529	0.534	0.217	0.819	1.023	0.160	-0.031	PWSI
p_pelagic	3	5	2	0.192	0.168	0.048	0.452	1.014	0.108	0.222	PWSI
p_pelagic	3	6	1	0.535	0.538	0.224	0.826	1.013	0.159	-0.019	PWSI
p_pelagic	3	6	2	0.190	0.169	0.048	0.455	1.016	0.106	0.197	PWSI
p_pelagic	3	7	1	0.534	0.538	0.216	0.820	1.012	0.159	-0.025	PWSI
p_pelagic	3	7	2	0.189	0.168	0.047	0.460	1.015	0.105	0.200	PWSI
p_pelagic	3	8	1	0.537	0.543	0.221	0.829	1.022	0.160	-0.037	PWSI
p_pelagic	3	8	2	0.193	0.173	0.048	0.449	1.019	0.106	0.188	PWSI
p_pelagic	3	9	1	0.534	0.538	0.224	0.825	1.021	0.158	-0.025	PWSI
p_pelagic	4	1	1	0.469	0.474	0.128	0.807	1.565	0.189	-0.026	PWSO
p_pelagic	4	1	2	0.459	0.462	0.121	0.807	1.574	0.190	-0.016	PWSO
p_yellow	4	1	1	0.884	0.904	0.672	0.988	1.013	0.083	-0.240	PWSO
p_yellow	4	1	2	0.872	0.893	0.638	0.985	1.020	0.090	-0.234	PWSO
p_pelagic	4	10	1	0.480	0.482	0.142	0.812	1.529	0.185	-0.011	PWSO
p_pelagic	4	10	2	0.466	0.468	0.125	0.807	1.542	0.186	-0.011	PWSO
p_pelagic	4	11	1	0.473	0.472	0.142	0.817	1.496	0.188	0.005	PWSO
p_pelagic	4	11	2	0.462	0.463	0.128	0.808	1.517	0.188	-0.005	PWSO
p_yellow	4	11	2	0.866	0.887	0.634	0.980	1.012	0.091	-0.232	PWSO
p_pelagic	4	12	1	0.479	0.483	0.134	0.816	1.493	0.185	-0.022	PWSO
p_pelagic	4	12	2	0.459	0.461	0.122	0.802	1.513	0.187	-0.011	PWSO
p_pelagic	4	13	1	0.479	0.483	0.141	0.816	1.522	0.187	-0.021	PWSO
p_pelagic	4	13	2	0.462	0.464	0.125	0.803	1.451	0.186	-0.011	PWSO
p_pelagic	4	14	1	0.477	0.478	0.139	0.821	1.439	0.186	-0.005	PWSO
p_pelagic	4	14	2	0.461	0.463	0.126	0.800	1.440	0.183	-0.011	PWSO
p_pelagic	4	15	1	0.470	0.468	0.139	0.808	1.425	0.181	0.011	PWSO
p_pelagic	4	15	2	0.467	0.468	0.132	0.815	1.422	0.185	-0.005	PWSO
p_pelagic	4	16	1	0.479	0.475	0.145	0.819	1.389	0.184	0.022	PWSO
p_pelagic	4	16	2	0.469	0.473	0.119	0.805	1.419	0.187	-0.021	PWSO
p_pelagic	4	17	1	0.482	0.484	0.139	0.824	1.395	0.184	-0.011	PWSO
p_pelagic	4	17	2	0.471	0.468	0.133	0.812	1.312	0.182	0.017	PWSO
p_pelagic	4	18	1	0.481	0.481	0.145	0.807	1.294	0.177	0.000	PWSO
p_pelagic	4	18	2	0.475	0.478	0.146	0.797	1.302	0.174	-0.017	PWSO
p_pelagic	4	19	1	0.484	0.484	0.157	0.803	1.278	0.177	0.000	PWSO
p_pelagic	4	19	2	0.481	0.485	0.160	0.807	1.247	0.175	-0.023	PWSO
p_pelagic	4	2	1	0.466	0.466	0.133	0.814	1.584	0.189	0.000	PWSO
p_pelagic	4	2	2	0.456	0.453	0.126	0.807	1.551	0.188	0.016	PWSO
p_yellow	4	2	1	0.883	0.907	0.663	0.988	1.012	0.087	-0.277	PWSO
p_yellow	4	2	2	0.872	0.894	0.632	0.985	1.011	0.093	-0.237	PWSO
p_pelagic	4	20	1	0.596	0.597	0.507	0.681	1.014	0.045	-0.022	PWSO
p_pelagic	4	20	2	0.375	0.369	0.122	0.671	1.133	0.143	0.042	PWSO
p_pelagic	4	21	2	0.360	0.355	0.192	0.551	1.024	0.092	0.054	PWSO
p_yellow	4	26	2	0.837	0.846	0.692	0.939	1.011	0.065	-0.139	PWSO
p_yellow	4	29	2	0.639	0.643	0.460	0.800	1.017	0.090	-0.044	PWSO
p_pelagic	4	3	1	0.475	0.481	0.129	0.817	1.637	0.191	-0.031	PWSO
p_pelagic	4	3	2	0.462	0.464	0.120	0.806	1.483	0.188	-0.011	PWSO
p_yellow	4	3	1	0.885	0.905	0.676	0.987	1.010	0.084	-0.239	PWSO
p_yellow	4	3	2	0.870	0.892	0.636	0.985	1.011	0.093	-0.237	PWSO
p_yellow	4	30	2	0.659	0.674	0.363	0.885	1.031	0.136	-0.110	PWSO
p_yellow	4	31	2	0.726	0.742	0.444	0.918	1.026	0.123	-0.130	PWSO
p_yellow	4	32	2	0.809	0.821	0.627	0.934	1.016	0.082	-0.147	PWSO
p_pelagic	4	4	1	0.477	0.479	0.130	0.815	1.536	0.188	-0.011	PWSO
p_pelagic	4	4	2	0.458	0.454	0.134	0.801	1.549	0.186	0.021	PWSO
p_yellow	4	4	1	0.885	0.906	0.671	0.987	1.011	0.084	-0.250	PWSO
p_yellow	4	4	2	0.870	0.893	0.629	0.985	1.021	0.094	-0.245	PWSO
p_pelagic	4	5	1	0.473	0.471	0.127	0.823	1.558	0.190	0.011	PWSO
p_pelagic	4	5	2	0.465	0.473	0.127	0.809	1.505	0.188	-0.043	PWSO
p_yellow	4	5	1	0.884	0.905	0.663	0.987	1.012	0.085	-0.247	PWSO
p_pelagic	4	6	1	0.469	0.467	0.136	0.803	1.535	0.184	0.011	PWSO
p_pelagic	4	6	2	0.457	0.460	0.121	0.799	1.507	0.185	-0.016	PWSO
p_yellow	4	6	2	0.869	0.893	0.617	0.983	1.013	0.096	-0.251	PWSO
p_pelagic	4	7	1	0.472	0.471	0.132	0.820	1.529	0.188	0.005	PWSO
p_pelagic	4	7	2	0.457	0.452	0.123	0.813	1.519	0.189	0.026	PWSO
p_pelagic	4	8	1	0.471	0.472	0.129	0.820	1.582	0.187	-0.005	PWSO
p_pelagic	4	8	2	0.459	0.459	0.121	0.806	1.560	0.188	0.000	PWSO
p_yellow	4	8	2	0.868	0.891	0.627	0.984	1.015	0.093	-0.248	PWSO
p_pelagic	4	9	1	0.475	0.478	0.140	0.818	1.523	0.188	-0.016	PWSO
p_pelagic	4	9	2	0.464	0.464	0.118	0.813	1.540	0.190	0.000	PWSO
p_yellow	4	9	1	0.881	0.903	0.662	0.985	1.013	0.086	-0.257	PWSO
p_pelagic	6	1	2	0.863	0.949	0.202	1.000	1.011	0.205	-0.419	SOKO2SAP
p_pelagic	6	13	2	0.859	0.949	0.181	1.000	1.014	0.209	-0.430	SOKO2SAP
p_pelagic	6	14	2	0.863	0.949	0.184	1.000	1.013	0.206	-0.418	SOKO2SAP
p_pelagic	6	19	2	0.862	0.948	0.187	1.000	1.014	0.206	-0.417	SOKO2SAP
p_pelagic	6	2	2	0.857	0.949	0.189	1.000	1.011	0.210	-0.438	SOKO2SAP
p_pelagic	6	20	2	0.859	0.949	0.183	1.000	1.011	0.210	-0.429	SOKO2SAP
p_pelagic	6	30	2	0.864	0.949	0.195	1.000	1.013	0.204	-0.417	SOKO2SAP
p_pelagic	6	41	2	0.862	0.948	0.168	1.000	1.011	0.207	-0.416	SOKO2SAP
p_black	8	40	1	0.543	0.427	0.334	0.946	1.022	0.226	0.513	afognak
p_black	8	43	1	0.432	0.429	0.351	0.525	1.019	0.050	0.060	afognak
p_pelagic	9	23	1	0.875	0.881	0.758	0.955	1.018	0.052	-0.115	eastside
p_yellow	9	23	1	0.502	0.502	0.230	0.771	1.012	0.142	0.000	eastside
p_pelagic	9	24	1	0.941	0.944	0.884	0.978	1.012	0.024	-0.126	eastside
p_yellow	9	24	1	0.529	0.531	0.254	0.794	1.011	0.143	-0.014	eastside
p_pelagic	9	25	1	0.842	0.844	0.724	0.941	1.016	0.057	-0.035	eastside
p_yellow	9	25	1	0.549	0.557	0.259	0.810	1.014	0.145	-0.055	eastside
p_yellow	9	33	1	0.629	0.632	0.504	0.749	1.013	0.063	-0.048	eastside

Table Xb. True parameters with an Rhat in excess of 1.1

variable	area_n	year/species	mean	median	lower	upper	Rhat	sd	skew	year	area
tau_beta5_pH	1	2	1.287	0.671	0.060	5.692	1.106	2.746	0.224		CI
beta0_pH	1	3	1.050	1.110	-0.045	1.751	1.126	0.466	-0.129		CI
beta0_pH	10	3	0.289	0.378	-1.000	1.121	1.176	0.530	-0.168		northeast
beta1_pH	10	1	2.152	2.095	1.468	3.111	1.108	0.438	0.130		northeast
beta1_pH	10	3	3.294	2.978	1.930	6.665	1.281	1.215	0.260		northeast
beta2_pH	10	1	2.042	0.935	0.358	11.394	1.225	2.837	0.390		northeast
beta2_pH	10	3	7.955	6.713	0.229	19.821	1.851	7.103	0.175		northeast
beta3_pH	10	3	35.892	35.937	32.953	39.391	1.105	1.393	-0.032		northeast
beta4_pH	10	4	0.761	0.577	0.142	2.298	1.261	2.003	0.092		northeast
beta0_pH	11	1	-0.192	-0.098	-0.957	0.425	3.454	0.386	-0.243		CSEO
beta0_pH	11	4	0.909	0.871	0.077	1.819	1.316	0.438	0.087		CSEO
beta1_pH	11	1	4.873	3.586	2.839	9.215	5.688	2.109	0.610		CSEO
beta1_pH	11	4	1.839	1.846	0.852	2.781	1.316	0.473	-0.015		CSEO
beta2_pH	11	1	0.548	0.560	0.112	1.255	2.374	0.384	-0.031		CSEO
beta3_pH	11	1	34.210	31.941	30.148	41.984	4.060	3.834	0.592		CSEO
beta3_pH	11	4	40.215	40.421	37.336	41.783	1.240	1.185	-0.174		CSEO
beta0_pelagic	11		-0.154	-0.075	-0.746	0.360	3.605	0.347	-0.228		CSEO
beta1_pelagic	11		1.179	1.094	0.506	2.011	3.477	0.437	0.195		CSEO
beta2_pelagic	11		2.394	1.845	0.177	6.473	1.689	1.969	0.279		CSEO
beta3_pelagic	11		30.657	30.605	27.750	33.815	1.350	1.428	0.036		CSEO
beta4_pelagic	11		-0.253	-0.250	-0.645	0.120	1.415	0.191	-0.016		CSEO
beta5_pelagic	11		2.906	2.940	2.398	3.352	1.311	0.261	-0.130		CSEO
beta0_yellow	11		-0.069	-0.060	-0.498	0.281	1.105	0.188	-0.048		CSEO
beta2_pH	12	1	1.237	1.104	0.612	2.769	1.110	0.525	0.253		EWYKT
beta2_pH	12	4	-3.082	-2.412	-9.162	-0.762	1.164	2.121	-0.316		EWYKT
beta0_pH	13	1	0.041	0.054	-0.358	0.427	1.159	0.192	-0.068		NSEI
beta1_pH	13	1	2.629	2.628	2.066	3.202	1.156	0.272	0.004		NSEI
beta0_pelagic	13		-0.014	0.032	-0.618	0.466	1.249	0.304	-0.151		NSEI
beta1_pelagic	13		1.352	1.170	0.705	2.602	1.867	0.557	0.327		NSEI
beta2_pelagic	13		1.153	0.576	0.123	5.251	1.189	1.410	0.409		NSEI
beta3_pelagic	13		34.716	35.901	25.385	40.640	1.393	4.410	-0.269		NSEI
beta0_pH	14	1	-0.288	-0.270	-0.733	0.075	1.404	0.212	-0.085		NSEO
beta1_pH	14	1	3.186	3.181	2.660	3.800	1.143	0.286	0.017		NSEO
beta2_pH	14	1	1.011	0.901	0.541	2.313	1.109	0.451	0.244		NSEO
beta3_pH	14	1	32.185	32.191	31.068	33.275	1.136	0.572	-0.010		NSEO
beta5_pH	14	2	-6.316	-6.320	-7.280	-5.336	1.106	0.491	0.008		NSEO
beta0_pelagic	14		-0.527	-0.447	-1.222	-0.027	1.184	0.309	-0.259		NSEO
beta1_pelagic	14		1.855	1.710	1.195	3.396	1.166	0.558	0.260		NSEO
beta2_yellow	14		-5.223	-4.575	-17.957	-0.480	1.111	4.431	-0.146		NSEO
beta0_pH	15	4	0.442	0.386	-0.453	1.308	1.231	0.470	0.119		SSEI
beta1_pH	15	4	1.985	2.027	0.757	2.991	1.132	0.568	-0.074		SSEI
beta2_pH	15	4	-2.513	-2.175	-5.811	-0.823	1.181	1.336	-0.253		SSEI
beta3_pH	15	1	30.958	30.973	29.684	32.137	1.107	0.638	-0.024		SSEI
beta3_pH	15	4	40.682	40.833	38.556	41.651	1.108	0.761	-0.198		SSEI
beta0_pelagic	15		-0.258	-0.269	-0.532	0.039	1.274	0.148	0.074		SSEI
beta1_pelagic	15		0.116	0.061	0.011	0.486	1.119	0.131	0.420		SSEI
beta4_pelagic	15		-1.309	-1.306	-1.677	-0.965	1.160	0.184	-0.016		SSEI
beta0_yellow	15		-1.143	-1.107	-1.745	-0.751	1.181	0.249	-0.145		SSEI
beta1_yellow	15		0.700	0.642	0.029	1.966	1.190	0.457	0.127		SSEI
beta2_yellow	15		-5.719	-4.193	-20.120	-0.124	1.208	5.467	-0.279		SSEI
beta3_yellow	15		31.545	30.396	28.117	38.319	1.247	3.041	0.378		SSEI
beta0_pH	16	1	-0.158	-0.149	-0.634	0.279	1.378	0.233	-0.039		SSEO
beta1_pH	16	1	3.204	3.188	2.665	3.805	1.251	0.272	0.059		SSEO
beta0_pelagic	16		-0.231	-0.071	-1.278	0.387	2.237	0.484	-0.331		SSEO
beta1_pelagic	16		1.333	1.027	0.460	3.137	2.010	0.770	0.397		SSEO
beta2_pelagic	16		1.502	0.837	0.088	6.070	1.224	1.652	0.402		SSEO
beta3_pelagic	16		30.993	31.226	24.681	35.582	1.445	2.511	-0.093		SSEO
beta2_yellow	16		-9.102	-9.853	-19.503	-0.157	1.345	5.536	0.136		SSEO
beta_H	16	3	6.435	6.473	5.243	7.431	1.175	0.560	-0.068		SSEO
tau_beta0_pH	2	3	0.802	0.415	0.054	3.619	1.184	1.927	0.201		NG
mu_beta1_pH	2	1	2.252	1.971	1.170	5.275	1.160	1.327	0.212		NG
mu_beta2_pH	2	1	1.976	1.041	0.036	9.918	1.263	2.547	0.367		NG
mu_beta2_pH	2	3	8.590	6.563	-0.262	24.616	1.718	7.581	0.267		NG
beta1_pH	2	1	1.661	1.650	1.191	2.245	1.126	0.262	0.042		NG
beta5_pelagic	2		1.655	1.671	1.160	2.068	1.386	0.229	-0.070		NG
beta1_yellow	2		1.091	1.016	0.428	2.526	1.250	0.485	0.155		NG
mu_beta0_pH	3	1	-0.021	-0.012	-0.567	0.473	1.143	0.272	-0.033		PWSI
tau_beta0_pH	3	1	11.366	6.132	0.596	54.594	1.310	14.339	0.365		PWSI
mu_beta1_pH	3	1	3.171	3.031	2.267	4.996	1.330	0.727	0.193		PWSI
tau_beta1_pH	3	1	28.987	18.041	0.901	94.236	1.704	28.088	0.390		PWSI
mu_beta2_pH	3	1	1.150	0.892	0.426	4.642	1.121	1.306	0.198		PWSI
tau_beta2_pH	3	1	17.173	6.975	0.076	83.396	1.268	22.591	0.451		PWSI
tau_beta5_pH	3	5	0.765	0.401	0.062	3.115	1.119	2.160	0.169		PWSI
beta0_pH	3	1	1.321	1.363	0.712	1.694	1.241	0.258	-0.163		PWSI
beta1_pH	3	1	1.980	1.885	1.293	3.191	1.248	0.472	0.201		PWSI
beta0_pelagic	3		0.146	0.161	-0.380	0.573	1.290	0.224	-0.067		PWSI
beta1_pelagic	3		0.741	0.731	0.209	1.292	1.326	0.260	0.038		PWSI
beta0_yellow	3		-0.181	-0.177	-0.584	0.180	1.123	0.195	-0.021		PWSI
beta3_yellow	3		33.130	33.214	23.240	40.277	1.209	3.505	-0.024		PWSI
beta0_pelagic	4		-0.141	0.048	-1.179	0.640	4.345	0.555	-0.340		PWSO
beta1_pelagic	4		1.251	1.056	0.534	2.282	3.884	0.555	0.352		PWSO
beta2_pelagic	4		5.632	3.511	0.158	20.389	1.277	5.919	0.358		PWSO
beta3_pelagic	4		24.026	24.261	19.960	27.813	2.363	2.316	-0.101		PWSO
beta0_yellow	4		0.587	0.815	-1.061	1.278	1.611	0.619	-0.369		PWSO
beta1_yellow	4		1.789	1.344	0.594	4.657	1.482	1.105	0.403		PWSO
beta2_yellow	4		-4.430	-1.538	-19.755	-0.066	1.127	5.685	-0.509		PWSO
beta3_yellow	4		30.176	28.400	20.418	41.331	1.190	5.100	0.348		PWSO
beta2_pH	5	1	2.670	1.824	0.394	10.535	1.187	2.677	0.316		BSAI
beta4_pH	5	1	0.431	0.393	0.091	0.916	1.169	0.404	0.094		BSAI
beta4_yellow	5		0.783	0.933	-7.500	8.237	1.172	5.840	-0.026		BSAI
beta0_pH	6	1	-0.564	-0.452	-2.041	0.094	1.193	0.497	-0.225		SOKO2SAP
beta1_pH	6	1	1.998	1.798	1.086	3.702	1.158	0.697	0.287		SOKO2SAP
beta2_pH	6	1	1.652	0.541	0.144	10.976	1.232	2.743	0.405		SOKO2SAP
beta3_pH	6	1	32.559	32.693	25.526	38.387	1.138	2.933	-0.046		SOKO2SAP
beta4_yellow	6		0.755	0.864	-8.610	8.019	1.101	5.167	-0.021		SOKO2SAP
beta4_yellow	7		0.822	0.927	-7.638	8.469	1.118	5.341	-0.020		WKMA
beta0_pH	8	1	-0.406	-0.370	-1.014	-0.035	1.547	0.239	-0.150		afognak
beta1_pH	8	1	1.956	1.808	0.821	3.800	1.947	0.742	0.199		afognak
beta2_pH	8	1	1.915	0.735	0.188	11.455	1.275	2.922	0.404		afognak
beta2_pH	8	3	8.911	7.537	0.760	19.822	1.617	6.325	0.217		afognak
beta3_pH	8	1	35.344	37.631	22.917	41.452	2.270	5.211	-0.439		afognak
beta_H	8	1	1.421	1.230	-2.905	3.807	1.138	4.508	0.042		afognak
beta0_H	8		5.235	6.302	-22.835	28.368	1.166	34.424	-0.031		afognak
beta0_pH	9	1	-0.279	-0.264	-0.877	0.256	1.124	0.280	-0.053		eastside
beta0_pH	9	3	-1.303	-1.056	-3.050	-0.211	1.272	0.804	-0.307		eastside
beta1_pH	9	1	1.842	1.753	1.178	2.966	1.243	0.431	0.207		eastside
beta1_pH	9	3	3.459	3.239	2.153	5.535	1.238	0.901	0.244		eastside
beta2_pH	9	1	1.749	0.747	0.209	9.551	1.214	2.610	0.384		eastside
beta2_pH	9	3	7.721	5.976	0.301	19.858	1.674	6.977	0.250		eastside
beta3_pH	9	1	31.420	31.350	27.925	35.598	1.151	1.919	0.036		eastside
beta3_pH	9	3	32.607	33.240	28.610	34.295	1.270	1.580	-0.401		eastside
logbc_H	16	13	-0.881	-0.877	-1.771	-0.018	1.121	0.451	-0.009		SSEO
logbc_H	16	14	-0.120	-0.123	-0.948	0.681	1.134	0.419	0.007		SSEO
logbc_H	16	15	0.383	0.381	-0.393	1.181	1.116	0.402	0.005		SSEO
logbc_H	16	16	0.139	0.140	-0.638	0.924	1.104	0.386	-0.003		SSEO
lambda_H	16		0.982	0.506	0.051	4.707	1.154	1.410	0.337		SSEO
lambda_H	6		4.951	0.160	0.009	36.406	1.176	11.545	0.415		SOKO2SAP
pG	8	26	0.800	0.815	0.525	0.965	1.141	0.114	-0.132		afognak
pG	8	28	0.794	0.817	0.483	0.962	1.109	0.122	-0.188		afognak

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.01	2,177.00	297.00	2,160.00	416.00
Prop. of total	0.88	0.12	0.84	0.16
Prop. median less than 1	0.15	0.14	0.23	0.38
Prop. median less than 10	0.25	0.43	0.39	0.70
Prop. median less than 50	0.36	0.67	0.52	0.75
Median of the median values	305.02	16.42	42.91	2.41
Mean of the median values	1,367.58	387.42	496.46	192.92
Mean skew of posteriors	0.20	0.29	0.25	0.25

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.1	185.00	15.00	159.00	60.00
Prop. of total	0.92	0.07	0.73	0.27
Prop. median less than 1	0.10	0.53	0.53	0.43
Prop. median less than 10	0.16	0.73	0.77	0.77
Prop. median less than 50	0.35	1.00	0.89	0.82
Median of the median values	133.75	0.50	0.82	1.28
Mean of the median values	1,259.50	9.17	102.99	21.13
Mean skew of posteriors	0.20	0.23	0.22	0.19

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable	Freq
beta_H	2
beta0_H	1
beta0_pelagic	7
beta0_pH	13
beta0_yellow	3
beta1_pelagic	7
beta1_pH	13
beta1_yellow	3
beta2_pelagic	4
beta2_pH	12
beta2_yellow	4
beta3_pelagic	4
beta3_pH	7
beta3_yellow	3
beta4_pelagic	2
beta4_pH	2
beta4_yellow	2
beta5_pelagic	2
H_ay	19
H_ayg	11
H_ayu	17
Hb_ay	23
Hb_ayg	20
Hb_ayu	5
Hd_ay	21
Hd_ayg	15
Hd_ayu	14
Ho_ay	37
Ho_ayg	23
Ho_ayu	24
Hp_ay	27
Hp_ayg	21
Hp_ayu	6
Hs_ay	12
Hs_ayg	10
Hs_ayu	13
Htrend_ay	14
Hy_ay	57
Hy_ayg	44
Hy_ayu	21
lambda_H	2
logbc_H	3
mu_beta0_pH	1
mu_beta1_pH	2
mu_beta2_pH	3
p_pelagic	109
pG	1
pH	21
R_ay	5
R_ayg	6
R_ayu	4
Rb_ayg	6
Rb_ayu	2
Rd_ay	12
Rd_ayg	8
Rd_ayu	8
re_pelagic	127
re_pH	105
re_yellow	39
Ro_ay	45
Ro_ayg	37
Ro_ayu	62
Rp_ay	3
Rp_ayg	5
Rp_ayu	3
Rs_ay	14
Rs_ayg	14
Rs_ayu	41
Ry_ay	39
Ry_ayg	22
Ry_ayu	48
tau_beta0_pH	2
tau_beta1_pH	1
tau_beta2_pH	1
tau_beta5_pH	1

Parameter estimates:

Summary Table of Parameter Estimates

Parameter	mean	sd	Lower_CI	Median	Upper_CI
mu_bc_H[1]	-0.016	0.068	-0.142	-0.019	0.125
mu_bc_H[2]	0.061	0.047	-0.027	0.059	0.156
mu_bc_H[3]	-0.286	0.064	-0.405	-0.288	-0.155
mu_bc_H[4]	-0.950	0.180	-1.308	-0.949	-0.587
mu_bc_H[5]	1.281	1.064	0.069	1.054	3.788
mu_bc_H[6]	-2.257	0.321	-2.866	-2.262	-1.630
mu_bc_H[7]	-0.469	0.102	-0.670	-0.467	-0.277
mu_bc_H[8]	0.264	0.348	-0.333	0.234	1.035
mu_bc_H[9]	-0.258	0.123	-0.500	-0.257	-0.013
mu_bc_H[10]	0.086	0.065	-0.036	0.084	0.217
mu_bc_H[11]	-0.127	0.037	-0.202	-0.127	-0.054
mu_bc_H[12]	-0.252	0.103	-0.472	-0.247	-0.061
mu_bc_H[13]	-0.156	0.072	-0.293	-0.157	-0.008
mu_bc_H[14]	-0.306	0.091	-0.489	-0.304	-0.129
mu_bc_H[15]	-0.334	0.047	-0.425	-0.335	-0.240
mu_bc_H[16]	-0.243	0.373	-0.893	-0.275	0.615
mu_bc_R[1]	1.013	0.119	0.776	1.017	1.242
mu_bc_R[2]	1.011	0.066	0.880	1.011	1.137
mu_bc_R[3]	0.296	0.082	0.133	0.296	0.457
mu_bc_R[4]	0.671	0.191	0.264	0.683	1.016
mu_bc_R[5]	1.637	0.378	0.895	1.643	2.374
mu_bc_R[6]	-1.336	0.336	-1.995	-1.338	-0.652
mu_bc_R[7]	0.480	0.169	0.133	0.481	0.809
mu_bc_R[8]	0.681	0.149	0.398	0.678	0.975
mu_bc_R[9]	0.392	0.176	0.014	0.403	0.710
mu_bc_R[10]	0.866	0.106	0.655	0.867	1.057
mu_bc_R[11]	1.091	0.070	0.949	1.091	1.230
mu_bc_R[12]	0.795	0.165	0.458	0.797	1.106
mu_bc_R[13]	1.075	0.089	0.899	1.075	1.246
mu_bc_R[14]	0.858	0.121	0.604	0.862	1.085
mu_bc_R[15]	0.815	0.101	0.617	0.815	1.014
mu_bc_R[16]	1.417	0.106	1.202	1.417	1.625
tau_pH[1]	2.724	0.206	2.331	2.718	3.152
tau_pH[2]	1.513	0.140	1.260	1.506	1.809
tau_pH[3]	1.356	0.122	1.131	1.350	1.617
tau_pH[4]	1.697	0.264	1.237	1.684	2.277
tau_pH[5]	0.473	0.072	0.348	0.467	0.627
beta0_pH[1,1]	0.484	0.207	0.090	0.476	0.871
beta0_pH[2,1]	1.458	0.150	1.185	1.468	1.751
beta0_pH[3,1]	1.321	0.258	0.712	1.363	1.694
beta0_pH[4,1]	1.592	0.252	1.099	1.593	2.080
beta0_pH[5,1]	-0.702	0.351	-1.405	-0.694	-0.038
beta0_pH[6,1]	-0.564	0.497	-2.041	-0.452	0.094
beta0_pH[7,1]	0.688	0.139	0.418	0.687	0.948
beta0_pH[8,1]	-0.406	0.239	-1.014	-0.370	-0.035
beta0_pH[9,1]	-0.279	0.280	-0.877	-0.264	0.256
beta0_pH[10,1]	0.266	0.236	-0.175	0.278	0.707
beta0_pH[11,1]	-0.192	0.386	-0.957	-0.098	0.425
beta0_pH[12,1]	0.493	0.240	0.017	0.496	0.973
beta0_pH[13,1]	0.041	0.192	-0.358	0.054	0.427
beta0_pH[14,1]	-0.288	0.212	-0.733	-0.270	0.075
beta0_pH[15,1]	-0.023	0.202	-0.409	-0.036	0.434
beta0_pH[16,1]	-0.158	0.233	-0.634	-0.149	0.279
beta0_pH[1,2]	2.634	0.241	2.180	2.629	3.116
beta0_pH[2,2]	3.024	0.179	2.655	3.027	3.359
beta0_pH[3,2]	3.488	0.203	3.104	3.487	3.883
beta0_pH[4,2]	3.293	0.175	2.962	3.292	3.640
beta0_pH[5,2]	4.483	1.317	2.722	4.231	7.791
beta0_pH[6,2]	3.327	0.268	2.813	3.327	3.863
beta0_pH[7,2]	1.985	0.257	1.478	1.990	2.481
beta0_pH[8,2]	2.897	0.224	2.444	2.895	3.336
beta0_pH[9,2]	3.965	0.292	3.419	3.959	4.555
beta0_pH[10,2]	3.981	0.247	3.501	3.982	4.466
beta0_pH[11,2]	2.294	0.166	1.973	2.292	2.636
beta0_pH[12,2]	1.858	0.224	1.430	1.861	2.292
beta0_pH[13,2]	2.552	0.183	2.201	2.549	2.918
beta0_pH[14,2]	2.003	0.169	1.661	2.006	2.341
beta0_pH[15,2]	2.602	0.196	2.209	2.600	2.984
beta0_pH[16,2]	2.724	0.202	2.329	2.722	3.115
beta0_pH[1,3]	1.050	0.466	-0.045	1.110	1.751
beta0_pH[2,3]	2.029	0.213	1.623	2.022	2.441
beta0_pH[3,3]	2.646	0.202	2.253	2.645	3.049
beta0_pH[4,3]	2.998	0.224	2.549	3.001	3.426
beta0_pH[5,3]	2.646	1.537	0.669	2.317	6.781
beta0_pH[6,3]	1.203	0.417	0.451	1.183	2.045
beta0_pH[7,3]	0.509	0.222	0.096	0.504	0.953
beta0_pH[8,3]	0.292	0.243	-0.187	0.298	0.757
beta0_pH[9,3]	-1.303	0.804	-3.050	-1.056	-0.211
beta0_pH[10,3]	0.289	0.530	-1.000	0.378	1.121
beta0_pH[11,3]	0.876	0.549	-0.223	0.895	1.886
beta0_pH[12,3]	0.793	0.732	-0.608	0.756	2.270
beta0_pH[13,3]	0.642	0.443	-0.370	0.681	1.419
beta0_pH[14,3]	0.213	0.447	-0.756	0.253	0.985
beta0_pH[15,3]	0.628	0.452	-0.345	0.654	1.498
beta0_pH[16,3]	0.983	0.675	-0.350	0.957	2.316
beta0_pH[11,4]	0.909	0.438	0.077	0.871	1.819
beta0_pH[12,4]	0.892	0.710	-0.521	0.892	2.205
beta0_pH[13,4]	0.632	0.437	-0.200	0.644	1.523
beta0_pH[14,4]	0.144	0.362	-0.534	0.142	0.843
beta0_pH[15,4]	0.442	0.470	-0.453	0.386	1.308
beta0_pH[16,4]	1.157	0.702	-0.146	1.124	2.615
beta0_pH[11,5]	2.955	0.359	2.268	2.950	3.697
beta0_pH[12,5]	-0.818	0.534	-1.847	-0.845	0.274
beta0_pH[13,5]	2.663	0.393	1.966	2.635	3.509
beta0_pH[14,5]	3.548	0.504	2.569	3.543	4.575
beta0_pH[15,5]	1.528	0.285	0.956	1.559	2.018
beta0_pH[16,5]	0.502	0.190	0.194	0.480	0.915
beta1_pH[1,1]	2.671	0.409	1.944	2.652	3.584
beta1_pH[2,1]	1.661	0.262	1.191	1.650	2.245
beta1_pH[3,1]	1.980	0.472	1.293	1.885	3.191
beta1_pH[4,1]	1.980	0.429	1.216	1.949	2.876
beta1_pH[5,1]	2.176	0.401	1.463	2.165	3.006
beta1_pH[6,1]	1.998	0.697	1.086	1.798	3.702
beta1_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,1]	1.956	0.742	0.821	1.808	3.800
beta1_pH[9,1]	1.842	0.431	1.178	1.753	2.966
beta1_pH[10,1]	2.152	0.438	1.468	2.095	3.111
beta1_pH[11,1]	4.873	2.109	2.839	3.586	9.215
beta1_pH[12,1]	2.984	0.299	2.373	2.991	3.571
beta1_pH[13,1]	2.629	0.272	2.066	2.628	3.202
beta1_pH[14,1]	3.186	0.286	2.660	3.181	3.800
beta1_pH[15,1]	2.570	0.256	2.025	2.586	3.058
beta1_pH[16,1]	3.204	0.272	2.665	3.188	3.805
beta1_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[1,3]	2.037	1.064	0.069	1.939	4.616
beta1_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,3]	3.290	0.920	1.824	3.196	5.539
beta1_pH[9,3]	3.459	0.901	2.153	3.239	5.535
beta1_pH[10,3]	3.294	1.215	1.930	2.978	6.665
beta1_pH[11,3]	2.261	0.584	1.175	2.241	3.488
beta1_pH[12,3]	3.191	0.744	1.776	3.192	4.730
beta1_pH[13,3]	1.921	0.471	1.067	1.887	2.954
beta1_pH[14,3]	2.174	0.474	1.335	2.126	3.213
beta1_pH[15,3]	2.207	0.493	1.337	2.181	3.304
beta1_pH[16,3]	3.424	0.740	2.027	3.427	4.906
beta1_pH[11,4]	1.839	0.473	0.852	1.846	2.781
beta1_pH[12,4]	2.936	0.686	1.711	2.916	4.366
beta1_pH[13,4]	1.759	0.510	0.662	1.781	2.699
beta1_pH[14,4]	2.147	0.395	1.405	2.131	2.938
beta1_pH[15,4]	1.985	0.568	0.757	2.027	2.991
beta1_pH[16,4]	3.261	0.748	1.841	3.257	4.756
beta1_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,1]	0.877	0.586	0.311	0.696	2.821
beta2_pH[2,1]	1.027	0.788	0.260	0.763	3.412
beta2_pH[3,1]	1.034	0.906	0.139	0.689	3.499
beta2_pH[4,1]	0.810	0.655	0.206	0.583	2.622
beta2_pH[5,1]	2.670	2.677	0.394	1.824	10.535
beta2_pH[6,1]	1.652	2.743	0.144	0.541	10.976
beta2_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,1]	1.915	2.922	0.188	0.735	11.455
beta2_pH[9,1]	1.749	2.610	0.209	0.747	9.551
beta2_pH[10,1]	2.042	2.837	0.358	0.935	11.394
beta2_pH[11,1]	0.548	0.384	0.112	0.560	1.255
beta2_pH[12,1]	1.237	0.525	0.612	1.104	2.769
beta2_pH[13,1]	0.996	0.484	0.496	0.874	2.453
beta2_pH[14,1]	1.011	0.451	0.541	0.901	2.313
beta2_pH[15,1]	0.890	0.315	0.451	0.829	1.670
beta2_pH[16,1]	0.900	0.283	0.518	0.853	1.501
beta2_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,3]	6.771	6.626	0.128	5.164	22.231
beta2_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,3]	8.911	6.325	0.760	7.537	19.822
beta2_pH[9,3]	7.721	6.977	0.301	5.976	19.858
beta2_pH[10,3]	7.955	7.103	0.229	6.713	19.821
beta2_pH[11,3]	-5.384	4.711	-18.153	-3.923	-0.482
beta2_pH[12,3]	-6.403	4.628	-18.670	-5.208	-0.925
beta2_pH[13,3]	-5.864	4.610	-18.494	-4.482	-0.960
beta2_pH[14,3]	-5.842	4.533	-18.358	-4.480	-1.101
beta2_pH[15,3]	-6.042	4.590	-18.434	-4.749	-0.897
beta2_pH[16,3]	-6.015	4.384	-18.712	-4.667	-1.419
beta2_pH[11,4]	-2.823	1.804	-6.500	-2.434	-0.343
beta2_pH[12,4]	-3.082	2.121	-9.162	-2.412	-0.762
beta2_pH[13,4]	-3.121	2.085	-8.831	-2.563	-0.698
beta2_pH[14,4]	-2.964	1.929	-8.156	-2.439	-0.900
beta2_pH[15,4]	-2.513	1.336	-5.811	-2.175	-0.823
beta2_pH[16,4]	-3.239	1.912	-8.584	-2.709	-1.156
beta2_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta3_pH[1,1]	34.869	1.021	32.946	34.838	36.985
beta3_pH[2,1]	32.879	1.326	30.260	32.903	35.608
beta3_pH[3,1]	33.317	1.504	30.475	33.241	36.768
beta3_pH[4,1]	33.015	1.854	29.649	32.917	37.167
beta3_pH[5,1]	27.609	1.059	26.218	27.463	30.706
beta3_pH[6,1]	32.559	2.933	25.526	32.693	38.387
beta3_pH[7,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,1]	35.344	5.211	22.917	37.631	41.452
beta3_pH[9,1]	31.420	1.919	27.925	31.350	35.598
beta3_pH[10,1]	32.629	1.077	30.811	32.577	35.185
beta3_pH[11,1]	34.210	3.834	30.148	31.941	41.984
beta3_pH[12,1]	30.462	0.444	29.574	30.467	31.301
beta3_pH[13,1]	32.040	0.732	30.599	32.017	33.431
beta3_pH[14,1]	32.185	0.572	31.068	32.191	33.275
beta3_pH[15,1]	30.958	0.638	29.684	30.973	32.137
beta3_pH[16,1]	30.093	0.504	29.129	30.061	31.070
beta3_pH[1,2]	33.924	5.164	25.483	33.939	42.431
beta3_pH[2,2]	34.196	5.215	25.500	34.393	42.594
beta3_pH[3,2]	30.484	7.145	18.532	30.257	42.340
beta3_pH[4,2]	30.389	7.228	18.654	30.276	42.418
beta3_pH[5,2]	30.589	7.239	18.567	30.747	42.366
beta3_pH[6,2]	30.413	7.189	18.759	30.182	42.390
beta3_pH[7,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[9,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[10,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[11,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[12,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[13,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[14,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[15,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[16,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[1,3]	38.774	3.096	30.401	40.018	42.152
beta3_pH[2,3]	34.084	5.163	25.530	34.021	42.612
beta3_pH[3,3]	30.688	7.267	18.631	30.745	42.299
beta3_pH[4,3]	30.357	7.202	18.552	30.377	42.314
beta3_pH[5,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[6,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[7,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,3]	41.532	0.507	40.218	41.544	42.628
beta3_pH[9,3]	32.607	1.580	28.610	33.240	34.295
beta3_pH[10,3]	35.892	1.393	32.953	35.937	39.391
beta3_pH[11,3]	41.003	1.168	39.032	41.057	42.835
beta3_pH[12,3]	41.855	1.053	39.081	42.290	42.864
beta3_pH[13,3]	41.231	0.706	39.870	41.212	42.614
beta3_pH[14,3]	40.423	0.663	39.107	40.430	41.671
beta3_pH[15,3]	40.717	0.578	39.620	40.716	41.882
beta3_pH[16,3]	42.000	0.392	41.126	42.023	42.775
beta3_pH[11,4]	40.215	1.185	37.336	40.421	41.783
beta3_pH[12,4]	41.573	1.002	39.382	41.945	42.792
beta3_pH[13,4]	41.026	0.874	39.160	41.077	42.470
beta3_pH[14,4]	40.576	0.571	39.424	40.588	41.627
beta3_pH[15,4]	40.682	0.761	38.556	40.833	41.651
beta3_pH[16,4]	42.097	0.467	41.017	42.139	42.858
beta3_pH[11,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[12,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[13,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[14,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[15,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[16,5]	25.000	0.000	25.000	25.000	25.000
beta4_pH[1,1]	0.303	0.052	0.200	0.302	0.407
beta4_pH[2,1]	0.241	0.041	0.163	0.239	0.330
beta4_pH[3,1]	0.214	0.043	0.132	0.213	0.305
beta4_pH[4,1]	0.321	0.041	0.239	0.321	0.403
beta4_pH[5,1]	0.431	0.404	0.091	0.393	0.916
beta4_pH[6,1]	0.770	0.416	0.296	0.715	1.474
beta4_pH[7,1]	0.867	0.347	0.367	0.811	1.707
beta4_pH[8,1]	0.216	0.092	0.064	0.207	0.424
beta4_pH[9,1]	0.247	0.107	0.065	0.238	0.483
beta4_pH[10,1]	0.113	0.043	0.039	0.110	0.202
beta4_pH[11,1]	0.467	0.052	0.371	0.467	0.575
beta4_pH[12,1]	0.552	0.057	0.445	0.550	0.669
beta4_pH[13,1]	0.667	0.061	0.553	0.665	0.791
beta4_pH[14,1]	0.730	0.064	0.606	0.730	0.861
beta4_pH[15,1]	0.749	0.070	0.620	0.746	0.899
beta4_pH[16,1]	1.129	0.079	0.988	1.125	1.303
beta4_pH[1,2]	0.380	0.111	0.177	0.375	0.621
beta4_pH[2,2]	0.547	0.080	0.396	0.545	0.707
beta4_pH[3,2]	0.481	0.073	0.344	0.478	0.632
beta4_pH[4,2]	0.637	0.087	0.472	0.635	0.808
beta4_pH[5,2]	0.763	0.915	0.112	0.535	2.933
beta4_pH[6,2]	0.891	0.756	0.194	0.719	2.695
beta4_pH[7,2]	0.911	0.454	0.357	0.818	1.965
beta4_pH[8,2]	0.872	0.233	0.474	0.852	1.385
beta4_pH[9,2]	1.109	1.065	0.302	0.868	3.505
beta4_pH[10,2]	0.479	0.083	0.320	0.478	0.647
beta4_pH[11,2]	0.949	0.099	0.769	0.943	1.156
beta4_pH[12,2]	0.556	0.116	0.350	0.549	0.799
beta4_pH[13,2]	0.914	0.095	0.739	0.914	1.106
beta4_pH[14,2]	0.895	0.104	0.702	0.892	1.105
beta4_pH[15,2]	0.919	0.089	0.758	0.912	1.105
beta4_pH[16,2]	1.240	0.131	0.992	1.236	1.503
beta4_pH[1,3]	0.377	0.111	0.178	0.371	0.616
beta4_pH[2,3]	0.269	0.082	0.121	0.262	0.439
beta4_pH[3,3]	0.240	0.070	0.106	0.238	0.385
beta4_pH[4,3]	0.277	0.072	0.145	0.277	0.421
beta4_pH[5,3]	0.787	1.075	0.119	0.566	2.622
beta4_pH[6,3]	0.885	0.856	0.194	0.711	2.677
beta4_pH[7,3]	0.901	0.415	0.367	0.832	1.852
beta4_pH[8,3]	0.434	0.194	0.128	0.413	0.880
beta4_pH[9,3]	0.915	0.868	0.171	0.700	2.895
beta4_pH[10,3]	0.190	0.071	0.066	0.188	0.334
beta4_pH[11,3]	0.440	0.075	0.297	0.439	0.594
beta4_pH[12,3]	0.429	0.067	0.298	0.428	0.564
beta4_pH[13,3]	0.940	0.121	0.723	0.935	1.193
beta4_pH[14,3]	0.947	0.130	0.715	0.941	1.223
beta4_pH[15,3]	0.669	0.088	0.498	0.665	0.849
beta4_pH[16,3]	0.631	0.083	0.483	0.626	0.804
beta4_pH[1,4]	0.638	0.300	0.253	0.582	1.325
beta4_pH[2,4]	0.716	0.336	0.268	0.653	1.563
beta4_pH[3,4]	0.756	0.448	0.218	0.672	1.812
beta4_pH[4,4]	0.711	0.372	0.248	0.635	1.575
beta4_pH[5,4]	0.759	0.933	0.108	0.552	2.632
beta4_pH[6,4]	0.928	0.904	0.214	0.739	2.778
beta4_pH[7,4]	0.897	0.423	0.350	0.824	1.900
beta4_pH[8,4]	0.726	0.512	0.180	0.606	2.097
beta4_pH[9,4]	0.771	0.785	0.135	0.588	2.557
beta4_pH[10,4]	0.761	2.003	0.142	0.577	2.298
beta4_pH[11,4]	0.582	0.065	0.456	0.580	0.719
beta4_pH[12,4]	0.472	0.070	0.337	0.470	0.613
beta4_pH[13,4]	0.839	0.108	0.660	0.829	1.061
beta4_pH[14,4]	0.966	0.108	0.771	0.961	1.199
beta4_pH[15,4]	0.682	0.079	0.540	0.677	0.854
beta4_pH[16,4]	0.611	0.067	0.481	0.611	0.745
beta4_pH[1,5]	0.638	0.283	0.264	0.589	1.329
beta4_pH[2,5]	0.713	0.367	0.250	0.644	1.628
beta4_pH[3,5]	0.754	0.450	0.223	0.649	1.909
beta4_pH[4,5]	0.708	0.349	0.256	0.635	1.610
beta4_pH[5,5]	0.780	0.903	0.122	0.582	2.677
beta4_pH[6,5]	0.914	0.824	0.196	0.733	2.689
beta4_pH[7,5]	0.913	0.449	0.363	0.838	1.962
beta4_pH[8,5]	0.719	0.538	0.185	0.611	1.875
beta4_pH[9,5]	0.795	1.105	0.134	0.571	2.856
beta4_pH[10,5]	0.721	0.659	0.133	0.562	2.340
beta4_pH[11,5]	0.630	0.115	0.428	0.621	0.876
beta4_pH[12,5]	0.574	0.187	0.290	0.544	1.035
beta4_pH[13,5]	1.360	0.273	0.929	1.325	2.007
beta4_pH[14,5]	0.886	0.147	0.628	0.875	1.208
beta4_pH[15,5]	1.289	0.374	0.787	1.218	2.248
beta4_pH[16,5]	9.107	5.206	3.297	7.917	21.746
beta0_pelagic[1]	2.218	0.135	1.949	2.217	2.476
beta0_pelagic[2]	1.504	0.133	1.252	1.500	1.767
beta0_pelagic[3]	0.146	0.224	-0.380	0.161	0.573
beta0_pelagic[4]	-0.141	0.555	-1.179	0.048	0.640
beta0_pelagic[5]	1.431	0.208	1.032	1.426	1.850
beta0_pelagic[6]	1.346	0.158	1.043	1.345	1.653
beta0_pelagic[7]	1.517	0.152	1.217	1.515	1.821
beta0_pelagic[8]	1.768	0.139	1.502	1.765	2.043
beta0_pelagic[9]	2.707	0.168	2.373	2.708	3.027
beta0_pelagic[10]	2.539	0.136	2.278	2.536	2.802
beta0_pelagic[11]	-0.154	0.347	-0.746	-0.075	0.360
beta0_pelagic[12]	1.784	0.142	1.504	1.784	2.060
beta0_pelagic[13]	-0.014	0.304	-0.618	0.032	0.466
beta0_pelagic[14]	-0.527	0.309	-1.222	-0.447	-0.027
beta0_pelagic[15]	-0.258	0.148	-0.532	-0.269	0.039
beta0_pelagic[16]	-0.231	0.484	-1.278	-0.071	0.387
beta1_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[3]	0.741	0.260	0.209	0.731	1.292
beta1_pelagic[4]	1.251	0.555	0.534	1.056	2.282
beta1_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[11]	1.179	0.437	0.506	1.094	2.011
beta1_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[13]	1.352	0.557	0.705	1.170	2.602
beta1_pelagic[14]	1.855	0.558	1.195	1.710	3.396
beta1_pelagic[15]	0.116	0.131	0.011	0.061	0.486
beta1_pelagic[16]	1.333	0.770	0.460	1.027	3.137
beta2_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[3]	7.192	6.052	0.263	5.870	21.866
beta2_pelagic[4]	5.632	5.919	0.158	3.511	20.389
beta2_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[11]	2.394	1.969	0.177	1.845	6.473
beta2_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[13]	1.153	1.410	0.123	0.576	5.251
beta2_pelagic[14]	1.378	1.359	0.176	0.866	5.233
beta2_pelagic[15]	2.498	1.909	0.124	2.090	6.967
beta2_pelagic[16]	1.502	1.652	0.088	0.837	6.070
beta3_pelagic[1]	29.340	6.617	18.700	29.160	40.380
beta3_pelagic[2]	29.668	6.584	18.630	29.644	40.423
beta3_pelagic[3]	27.237	3.035	22.264	26.736	32.882
beta3_pelagic[4]	24.026	2.316	19.960	24.261	27.813
beta3_pelagic[5]	29.624	6.713	18.643	29.567	40.462
beta3_pelagic[6]	29.629	6.676	18.556	29.580	40.506
beta3_pelagic[7]	29.560	6.616	18.700	29.666	40.422
beta3_pelagic[8]	29.545	6.603	18.493	29.619	40.432
beta3_pelagic[9]	29.293	6.640	18.613	29.163	40.395
beta3_pelagic[10]	29.385	6.668	18.462	29.522	40.428
beta3_pelagic[11]	30.657	1.428	27.750	30.605	33.815
beta3_pelagic[12]	29.784	6.703	18.608	29.940	40.523
beta3_pelagic[13]	34.716	4.410	25.385	35.901	40.640
beta3_pelagic[14]	32.980	1.528	30.595	32.797	36.155
beta3_pelagic[15]	30.176	6.949	18.655	30.621	40.595
beta3_pelagic[16]	30.993	2.511	24.681	31.226	35.582
beta0_yellow[1]	-0.480	0.158	-0.787	-0.479	-0.174
beta0_yellow[2]	0.531	0.206	0.088	0.542	0.892
beta0_yellow[3]	-0.181	0.195	-0.584	-0.177	0.180
beta0_yellow[4]	0.587	0.619	-1.061	0.815	1.278
beta0_yellow[5]	0.408	0.347	-0.365	0.457	0.948
beta0_yellow[6]	0.805	0.162	0.488	0.807	1.131
beta0_yellow[7]	0.933	0.171	0.619	0.925	1.292
beta0_yellow[8]	0.977	0.169	0.665	0.968	1.316
beta0_yellow[9]	0.539	0.173	0.192	0.541	0.857
beta0_yellow[10]	0.702	0.139	0.436	0.704	0.971
beta0_yellow[11]	-0.069	0.188	-0.498	-0.060	0.281
beta0_yellow[12]	-1.240	0.280	-1.928	-1.207	-0.829
beta0_yellow[13]	-1.287	0.226	-1.749	-1.265	-0.856
beta0_yellow[14]	-0.261	0.193	-0.663	-0.252	0.099
beta0_yellow[15]	-1.143	0.249	-1.745	-1.107	-0.751
beta0_yellow[16]	-0.286	0.191	-0.697	-0.277	0.055
beta1_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[2]	1.091	0.485	0.428	1.016	2.526
beta1_yellow[3]	0.439	0.289	0.015	0.441	0.957
beta1_yellow[4]	1.789	1.105	0.594	1.344	4.657
beta1_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[11]	1.990	0.351	1.452	1.952	2.927
beta1_yellow[12]	0.330	0.604	0.011	0.106	1.967
beta1_yellow[13]	2.303	0.576	1.353	2.247	3.531
beta1_yellow[14]	2.629	0.612	1.642	2.547	4.110
beta1_yellow[15]	0.700	0.457	0.029	0.642	1.966
beta1_yellow[16]	0.151	0.197	0.011	0.067	0.721
beta2_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[2]	-6.850	6.091	-21.992	-5.492	-0.126
beta2_yellow[3]	-7.621	5.742	-21.610	-6.409	-0.495
beta2_yellow[4]	-4.430	5.685	-19.755	-1.538	-0.066
beta2_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[11]	-4.370	4.492	-16.295	-2.432	-0.447
beta2_yellow[12]	-7.715	5.801	-21.746	-6.560	-0.309
beta2_yellow[13]	-2.213	3.751	-14.983	-0.715	-0.274
beta2_yellow[14]	-5.223	4.431	-17.957	-4.575	-0.480
beta2_yellow[15]	-5.719	5.467	-20.120	-4.193	-0.124
beta2_yellow[16]	-9.102	5.536	-19.503	-9.853	-0.157
beta3_yellow[1]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[2]	29.023	2.508	23.023	28.724	36.413
beta3_yellow[3]	33.130	3.505	23.240	33.214	40.277
beta3_yellow[4]	30.176	5.100	20.418	28.400	41.331
beta3_yellow[5]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[6]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[7]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[8]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[9]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[10]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[11]	30.163	0.745	28.829	30.035	31.659
beta3_yellow[12]	35.412	4.363	28.348	35.174	42.735
beta3_yellow[13]	30.157	1.200	28.236	30.052	33.188
beta3_yellow[14]	29.338	0.517	28.382	29.252	30.552
beta3_yellow[15]	31.545	3.041	28.117	30.396	38.319
beta3_yellow[16]	34.402	4.168	28.296	33.807	42.517
beta0_black[1]	0.015	0.148	-0.270	0.012	0.313
beta0_black[2]	1.890	0.132	1.631	1.889	2.152
beta0_black[3]	1.360	0.141	1.085	1.359	1.637
beta0_black[4]	2.493	0.141	2.224	2.493	2.762
beta0_black[5]	4.652	2.178	1.753	4.221	10.332
beta0_black[6]	4.534	2.014	2.127	4.022	9.880
beta0_black[7]	3.284	1.847	1.301	2.786	8.522
beta0_black[8]	0.847	0.227	0.414	0.840	1.313
beta0_black[9]	2.589	0.261	2.101	2.584	3.111
beta0_black[10]	1.351	0.142	1.067	1.352	1.624
beta0_black[11]	2.970	0.139	2.698	2.970	3.240
beta0_black[12]	4.767	0.202	4.380	4.765	5.166
beta0_black[13]	0.216	0.165	0.007	0.185	0.611
beta0_black[14]	2.835	0.158	2.518	2.835	3.147
beta0_black[15]	1.281	0.148	0.993	1.285	1.568
beta0_black[16]	3.770	0.150	3.470	3.772	4.062
beta2_black[1]	0.000	0.000	0.000	0.000	0.000
beta2_black[2]	0.000	0.000	0.000	0.000	0.000
beta2_black[3]	0.000	0.000	0.000	0.000	0.000
beta2_black[4]	0.000	0.000	0.000	0.000	0.000
beta2_black[5]	0.000	0.000	0.000	0.000	0.000
beta2_black[6]	0.000	0.000	0.000	0.000	0.000
beta2_black[7]	0.000	0.000	0.000	0.000	0.000
beta2_black[8]	0.000	0.000	0.000	0.000	0.000
beta2_black[9]	0.000	0.000	0.000	0.000	0.000
beta2_black[10]	0.000	0.000	0.000	0.000	0.000
beta2_black[11]	0.000	0.000	0.000	0.000	0.000
beta2_black[12]	0.000	0.000	0.000	0.000	0.000
beta2_black[13]	-2.567	1.571	-6.474	-2.137	-0.622
beta2_black[14]	0.000	0.000	0.000	0.000	0.000
beta2_black[15]	0.000	0.000	0.000	0.000	0.000
beta2_black[16]	0.000	0.000	0.000	0.000	0.000
beta3_black[1]	25.000	0.000	25.000	25.000	25.000
beta3_black[2]	25.000	0.000	25.000	25.000	25.000
beta3_black[3]	25.000	0.000	25.000	25.000	25.000
beta3_black[4]	25.000	0.000	25.000	25.000	25.000
beta3_black[5]	25.000	0.000	25.000	25.000	25.000
beta3_black[6]	25.000	0.000	25.000	25.000	25.000
beta3_black[7]	25.000	0.000	25.000	25.000	25.000
beta3_black[8]	25.000	0.000	25.000	25.000	25.000
beta3_black[9]	25.000	0.000	25.000	25.000	25.000
beta3_black[10]	25.000	0.000	25.000	25.000	25.000
beta3_black[11]	25.000	0.000	25.000	25.000	25.000
beta3_black[12]	25.000	0.000	25.000	25.000	25.000
beta3_black[13]	38.914	0.770	37.137	39.034	40.144
beta3_black[14]	25.000	0.000	25.000	25.000	25.000
beta3_black[15]	25.000	0.000	25.000	25.000	25.000
beta3_black[16]	25.000	0.000	25.000	25.000	25.000
beta4_black[1]	-0.298	0.195	-0.677	-0.303	0.090
beta4_black[2]	0.269	0.182	-0.089	0.271	0.636
beta4_black[3]	-0.976	0.188	-1.349	-0.979	-0.607
beta4_black[4]	0.481	0.220	0.063	0.476	0.910
beta4_black[5]	0.762	1.469	-1.196	0.499	4.504
beta4_black[6]	0.863	1.478	-0.918	0.575	4.421
beta4_black[7]	0.719	1.357	-1.073	0.471	3.873
beta4_black[8]	-0.140	0.304	-0.740	-0.140	0.465
beta4_black[9]	1.012	0.829	-0.191	0.853	3.104
beta4_black[10]	0.116	0.187	-0.249	0.116	0.494
beta4_black[11]	-0.608	0.192	-0.986	-0.610	-0.236
beta4_black[12]	0.566	0.330	-0.079	0.554	1.223
beta4_black[13]	-1.222	0.193	-1.585	-1.223	-0.846
beta4_black[14]	0.052	0.232	-0.393	0.045	0.505
beta4_black[15]	-0.998	0.194	-1.375	-0.998	-0.613
beta4_black[16]	-0.497	0.208	-0.901	-0.495	-0.099
beta0_dsr[11]	-0.644	0.151	-0.937	-0.649	-0.351
beta0_dsr[12]	1.442	0.184	1.075	1.445	1.805
beta0_dsr[13]	0.028	0.178	-0.303	0.020	0.402
beta0_dsr[14]	-0.163	0.171	-0.503	-0.164	0.165
beta0_dsr[15]	-0.079	0.155	-0.408	-0.070	0.205
beta0_dsr[16]	-0.098	0.179	-0.440	-0.101	0.250
beta1_dsr[11]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[12]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[13]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[14]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[15]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[16]	0.000	0.000	0.000	0.000	0.000
beta4_dsr[11]	1.115	0.213	0.677	1.117	1.529
beta4_dsr[12]	0.744	0.336	0.093	0.733	1.413
beta4_dsr[13]	0.211	0.237	-0.272	0.214	0.661
beta4_dsr[14]	-0.029	0.248	-0.536	-0.025	0.458
beta4_dsr[15]	0.791	0.215	0.375	0.785	1.221
beta4_dsr[16]	0.452	0.237	-0.014	0.459	0.908
beta0_slope[11]	-1.918	0.170	-2.249	-1.917	-1.581
beta0_slope[12]	-5.471	0.313	-6.096	-5.460	-4.897
beta0_slope[13]	-1.198	0.171	-1.550	-1.193	-0.885
beta0_slope[14]	-2.562	0.183	-2.921	-2.559	-2.211
beta0_slope[15]	-1.212	0.179	-1.581	-1.200	-0.877
beta0_slope[16]	-2.288	0.164	-2.607	-2.292	-1.958
beta1_slope[11]	0.000	0.000	0.000	0.000	0.000
beta1_slope[12]	0.000	0.000	0.000	0.000	0.000
beta1_slope[13]	0.000	0.000	0.000	0.000	0.000
beta1_slope[14]	0.000	0.000	0.000	0.000	0.000
beta1_slope[15]	0.000	0.000	0.000	0.000	0.000
beta1_slope[16]	0.000	0.000	0.000	0.000	0.000
beta4_slope[11]	-0.766	0.233	-1.227	-0.763	-0.308
beta4_slope[12]	-4.263	0.873	-6.067	-4.240	-2.623
beta4_slope[13]	-0.091	0.223	-0.513	-0.092	0.365
beta4_slope[14]	-0.369	0.280	-0.907	-0.370	0.177
beta4_slope[15]	-0.962	0.232	-1.410	-0.972	-0.517
beta4_slope[16]	-0.665	0.247	-1.158	-0.663	-0.193
beta5_slope[11]	2.615	0.262	2.105	2.614	3.110
beta5_slope[12]	1.830	0.464	0.925	1.830	2.752
beta5_slope[13]	1.383	0.252	0.883	1.386	1.866
beta5_slope[14]	3.384	0.404	2.623	3.368	4.214
beta5_slope[15]	1.674	0.261	1.166	1.669	2.184
beta5_slope[16]	2.753	0.350	2.083	2.760	3.446
sigma_H[1]	0.206	0.048	0.117	0.203	0.308
sigma_H[2]	0.174	0.028	0.127	0.172	0.235
sigma_H[3]	0.189	0.041	0.118	0.187	0.276
sigma_H[4]	0.454	0.079	0.328	0.443	0.634
sigma_H[5]	0.965	0.206	0.592	0.958	1.412
sigma_H[6]	0.546	0.171	0.250	0.531	0.916
sigma_H[7]	0.309	0.061	0.215	0.300	0.446
sigma_H[8]	0.430	0.102	0.295	0.416	0.662
sigma_H[9]	0.518	0.118	0.330	0.501	0.785
sigma_H[10]	0.212	0.038	0.144	0.209	0.297
sigma_H[11]	0.264	0.044	0.191	0.260	0.362
sigma_H[12]	0.381	0.146	0.201	0.333	0.721
sigma_H[13]	0.219	0.036	0.157	0.217	0.300
sigma_H[14]	0.507	0.090	0.346	0.500	0.705
sigma_H[15]	0.241	0.038	0.176	0.237	0.325
sigma_H[16]	0.222	0.040	0.156	0.217	0.315
lambda_H[1]	2.131	3.039	0.089	1.035	11.102
lambda_H[2]	5.449	5.299	0.491	3.928	19.604
lambda_H[3]	4.801	7.303	0.256	2.430	23.714
lambda_H[4]	0.007	0.005	0.001	0.006	0.018
lambda_H[5]	2.496	5.501	0.023	0.611	19.061
lambda_H[6]	4.951	11.545	0.009	0.160	36.406
lambda_H[7]	0.011	0.008	0.002	0.010	0.032
lambda_H[8]	7.425	9.670	0.055	4.192	33.380
lambda_H[9]	0.015	0.010	0.003	0.013	0.041
lambda_H[10]	0.217	0.254	0.028	0.158	0.758
lambda_H[11]	0.227	0.328	0.010	0.106	1.110
lambda_H[12]	3.575	4.526	0.185	2.163	16.061
lambda_H[13]	3.201	2.940	0.278	2.343	11.039
lambda_H[14]	3.554	4.395	0.230	2.207	14.375
lambda_H[15]	0.020	0.022	0.003	0.014	0.065
lambda_H[16]	0.982	1.410	0.051	0.506	4.707
mu_lambda_H[1]	3.992	1.872	1.002	3.806	8.058
mu_lambda_H[2]	3.640	2.009	0.399	3.434	8.025
mu_lambda_H[3]	3.441	1.817	0.708	3.137	7.644
sigma_lambda_H[1]	7.906	4.262	1.621	7.243	18.071
sigma_lambda_H[2]	8.018	4.806	0.626	7.391	18.374
sigma_lambda_H[3]	6.199	4.000	0.976	5.256	16.048
beta_H[1,1]	6.516	1.286	3.348	6.722	8.467
beta_H[2,1]	9.753	0.602	8.442	9.799	10.801
beta_H[3,1]	7.778	0.811	5.872	7.867	9.089
beta_H[4,1]	11.005	7.808	-4.649	10.960	26.195
beta_H[5,1]	-0.233	2.584	-5.553	-0.086	4.256
beta_H[6,1]	2.659	4.620	-8.839	4.196	8.413
beta_H[7,1]	0.948	5.665	-10.976	1.260	11.424
beta_H[8,1]	1.421	4.508	-2.905	1.230	3.807
beta_H[9,1]	13.725	5.751	2.492	13.615	25.264
beta_H[10,1]	6.825	1.831	3.090	6.855	10.481
beta_H[11,1]	4.799	3.578	-2.862	5.360	9.948
beta_H[12,1]	2.642	1.135	0.704	2.537	5.163
beta_H[13,1]	9.073	0.865	7.208	9.113	10.581
beta_H[14,1]	2.149	1.018	0.187	2.178	4.133
beta_H[15,1]	-6.837	3.499	-13.417	-7.043	0.484
beta_H[16,1]	3.157	2.445	-0.854	2.914	8.511
beta_H[1,2]	7.776	0.274	7.215	7.780	8.293
beta_H[2,2]	9.885	0.161	9.559	9.882	10.192
beta_H[3,2]	8.804	0.197	8.418	8.802	9.192
beta_H[4,2]	2.916	1.471	0.115	2.888	5.976
beta_H[5,2]	1.799	1.028	-0.203	1.818	3.760
beta_H[6,2]	5.818	1.081	3.455	5.961	7.628
beta_H[7,2]	2.489	1.055	0.543	2.419	4.721
beta_H[8,2]	2.940	1.270	0.929	3.142	4.218
beta_H[9,2]	3.150	1.108	1.045	3.107	5.386
beta_H[10,2]	7.981	0.365	7.229	7.991	8.681
beta_H[11,2]	9.849	0.640	8.881	9.755	11.263
beta_H[12,2]	3.928	0.364	3.246	3.917	4.681
beta_H[13,2]	9.140	0.238	8.702	9.129	9.622
beta_H[14,2]	4.033	0.346	3.336	4.038	4.704
beta_H[15,2]	11.515	0.635	10.140	11.546	12.686
beta_H[16,2]	4.527	0.787	3.043	4.532	6.074
beta_H[1,3]	8.451	0.263	7.977	8.433	8.982
beta_H[2,3]	9.887	0.140	9.622	9.880	10.188
beta_H[3,3]	9.503	0.165	9.191	9.497	9.851
beta_H[4,3]	-2.012	0.851	-3.686	-2.022	-0.350
beta_H[5,3]	3.949	0.627	2.678	3.960	5.123
beta_H[6,3]	8.317	1.256	6.480	8.067	10.801
beta_H[7,3]	-2.607	0.630	-3.874	-2.590	-1.385
beta_H[8,3]	5.329	0.601	4.678	5.224	6.677
beta_H[9,3]	-2.616	0.704	-4.023	-2.599	-1.276
beta_H[10,3]	8.556	0.278	8.036	8.552	9.108
beta_H[11,3]	8.491	0.289	7.892	8.505	9.015
beta_H[12,3]	5.265	0.323	4.529	5.303	5.798
beta_H[13,3]	8.882	0.176	8.536	8.881	9.221
beta_H[14,3]	5.775	0.274	5.155	5.797	6.262
beta_H[15,3]	10.283	0.304	9.713	10.280	10.900
beta_H[16,3]	6.435	0.560	5.243	6.473	7.431
beta_H[1,4]	8.095	0.180	7.690	8.106	8.419
beta_H[2,4]	9.879	0.118	9.632	9.888	10.090
beta_H[3,4]	9.987	0.155	9.656	10.001	10.260
beta_H[4,4]	11.789	0.460	10.863	11.798	12.685
beta_H[5,4]	5.628	0.734	4.453	5.547	7.316
beta_H[6,4]	6.923	0.916	5.079	7.077	8.298
beta_H[7,4]	8.573	0.353	7.874	8.579	9.237
beta_H[8,4]	6.690	0.278	6.084	6.711	7.134
beta_H[9,4]	7.427	0.451	6.567	7.425	8.368
beta_H[10,4]	7.482	0.218	7.063	7.476	7.924
beta_H[11,4]	9.509	0.193	9.135	9.507	9.888
beta_H[12,4]	7.256	0.197	6.866	7.251	7.671
beta_H[13,4]	9.059	0.136	8.786	9.064	9.302
beta_H[14,4]	7.821	0.218	7.398	7.812	8.278
beta_H[15,4]	9.463	0.226	9.026	9.461	9.909
beta_H[16,4]	9.314	0.220	8.924	9.301	9.777
beta_H[1,5]	8.883	0.155	8.555	8.887	9.159
beta_H[2,5]	10.677	0.095	10.499	10.673	10.872
beta_H[3,5]	10.788	0.159	10.487	10.787	11.104
beta_H[4,5]	8.369	0.483	7.478	8.351	9.389
beta_H[5,5]	5.193	0.615	3.736	5.264	6.191
beta_H[6,5]	8.889	0.655	7.905	8.794	10.316
beta_H[7,5]	6.591	0.351	5.916	6.585	7.304
beta_H[8,5]	8.229	0.234	7.874	8.208	8.720
beta_H[9,5]	8.187	0.458	7.265	8.192	9.082
beta_H[10,5]	9.992	0.223	9.546	9.990	10.414
beta_H[11,5]	11.610	0.224	11.166	11.607	12.050
beta_H[12,5]	8.613	0.183	8.240	8.609	8.989
beta_H[13,5]	10.126	0.134	9.876	10.121	10.401
beta_H[14,5]	9.246	0.222	8.837	9.234	9.710
beta_H[15,5]	11.317	0.243	10.838	11.317	11.793
beta_H[16,5]	9.867	0.166	9.524	9.870	10.175
beta_H[1,6]	10.133	0.231	9.766	10.100	10.700
beta_H[2,6]	11.471	0.115	11.252	11.469	11.715
beta_H[3,6]	10.574	0.158	10.247	10.578	10.858
beta_H[4,6]	12.900	0.855	11.143	12.915	14.527
beta_H[5,6]	5.705	0.640	4.571	5.659	6.992
beta_H[6,6]	8.583	0.586	7.227	8.634	9.643
beta_H[7,6]	10.572	0.595	9.382	10.572	11.743
beta_H[8,6]	9.492	0.304	8.916	9.519	9.935
beta_H[9,6]	8.292	0.773	6.797	8.276	9.857
beta_H[10,6]	9.133	0.338	8.418	9.153	9.747
beta_H[11,6]	10.676	0.363	9.898	10.700	11.312
beta_H[12,6]	9.382	0.237	8.940	9.373	9.897
beta_H[13,6]	11.072	0.152	10.785	11.070	11.384
beta_H[14,6]	9.936	0.288	9.350	9.942	10.493
beta_H[15,6]	10.549	0.428	9.694	10.548	11.376
beta_H[16,6]	10.615	0.230	10.123	10.625	11.048
beta_H[1,7]	10.248	1.236	6.953	10.509	11.982
beta_H[2,7]	12.110	0.509	10.982	12.141	13.038
beta_H[3,7]	10.145	0.709	8.552	10.231	11.341
beta_H[4,7]	1.474	4.428	-6.978	1.354	10.527
beta_H[5,7]	5.891	2.086	1.675	5.936	9.940
beta_H[6,7]	7.077	3.147	-0.937	8.162	11.004
beta_H[7,7]	7.633	2.989	1.693	7.664	13.521
beta_H[8,7]	10.919	1.199	9.212	10.858	13.111
beta_H[9,7]	4.912	4.040	-3.326	4.978	12.716
beta_H[10,7]	9.884	1.623	7.013	9.759	13.346
beta_H[11,7]	11.506	1.789	8.435	11.363	15.381
beta_H[12,7]	9.784	0.956	7.655	9.870	11.423
beta_H[13,7]	11.683	0.696	10.131	11.744	12.857
beta_H[14,7]	10.698	0.925	8.796	10.729	12.341
beta_H[15,7]	13.876	2.244	9.470	13.853	18.322
beta_H[16,7]	12.523	1.252	10.460	12.355	15.420
beta0_H[1]	8.549	18.081	-28.080	8.604	43.411
beta0_H[2]	10.287	7.983	-6.745	10.481	25.620
beta0_H[3]	9.776	10.705	-12.465	9.735	32.226
beta0_H[4]	8.349	181.324	-351.396	6.473	381.142
beta0_H[5]	3.874	31.678	-57.055	4.161	59.222
beta0_H[6]	6.309	53.280	-112.045	7.159	123.582
beta0_H[7]	4.193	139.977	-275.165	4.556	286.958
beta0_H[8]	5.235	34.424	-22.835	6.302	28.368
beta0_H[9]	8.500	120.898	-233.087	9.302	258.492
beta0_H[10]	8.324	36.206	-64.099	7.806	80.725
beta0_H[11]	9.781	52.967	-98.752	9.415	123.045
beta0_H[12]	6.655	11.092	-16.827	6.548	28.551
beta0_H[13]	9.866	10.382	-11.303	9.974	29.632
beta0_H[14]	7.092	11.444	-17.446	6.936	29.731
beta0_H[15]	8.468	116.651	-219.977	9.239	240.460
beta0_H[16]	8.005	23.895	-39.914	8.103	56.924